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1. Estimating the duration of RT-PCR positivity for SARS-CoV-2 from doubly interval censored data with undetected infections

Author

Blake, Joshua, Birrell, Paul, Walker, A. Sarah, Pouwels, Koen B., House, Thomas, Tom, Brian D. M., Kypraios, Theodore, and De Angelis, Daniela

Subjects
Statistics - Methodology, Statistics - Applications
Abstract

Monitoring the incidence of new infections during a pandemic is critical for an effective public health response. General population prevalence surveys for SARS-CoV-2 can provide high-quality data to estimate incidence. However, estimation relies on understanding the distribution of the duration that infections remain detectable. This study addresses this need using data from the Coronavirus Infection Survey (CIS), a long-term, longitudinal, general population survey conducted in the UK. Analyzing these data presents unique challenges, such as doubly interval censoring, undetected infections, and false negatives. We propose a Bayesian nonparametric survival analysis approach, estimating a discrete-time distribution of durations and integrating prior information derived from a complementary study. Our methodology is validated through a simulation study, including its resilience to model misspecification, and then applied to the CIS dataset. This results in the first estimate of the full duration distribution in a general population, as well as methodology that could be transferred to new contexts.

Published
2025

2. Does the CDC Surgical Wound Classification adequately predict postoperative infection in lower extremity fracture surgery?

Author

Cho, Elizabeth, House, Hanna, Marten, Andrew, Feffer, Marina, Agel, Julie, Scolaro, John, Marmor, Meir, and Levack, Ashley

Subjects
Surgical Wound Classification, fracture-related infection (FRI), lower extremity fracture, surgical site infection (SSI)
Abstract

OBJECTIVES: The purpose of this investigation was to evaluate the utility of the Centers for Disease Control (CDC) Surgical Wound Classification (SWC) in predicting surgical site infection (SSI) after orthopaedic trauma procedures. DESIGN: Retrospective cohort study. SETTING: Level I academic trauma center. PATIENTS/PARTICIPANTS: Adult patients with operatively treated fractures of the leg, ankle, and hindfoot between 2007 and 2022. INTERVENTION: N/A. MAIN OUTCOME MEASUREMENTS: Presence of SSI was determined by selective chart review of patients who met the screening variables for repeated procedures, open fracture, abscess or wound debridement, intraoperative cultures, or infectious disease consultation (n = 551). RESULTS: Two thousand seven hundred ninety-one fractures among 2780 patients (n = 11 with bilateral fractures) were included. The overall infection rate was 2.3% (n = 63), and SWC was significantly associated with infection rates (I/clean: 1.0%, II/clean-contaminated: 3.4%, III/contaminated: 6.2%, IV/dirty: 9.8%, P < 0.001). When compared with Class I, Classes II through IV had increased odds of infection (odds ratio [OR] II: 3.5, P = 0.012; OR III: 6.8, P < 0.001; OR IV: 11.0, P < 0.001). Subgroup analysis of Classes II and III demonstrated no difference in odds of infection. When stratifying open versus closed fractures, there was no statistical association between CDC SWC and odds of infection. CONCLUSIONS: The CDC SWC has notable limitations for patients with orthopaedic trauma, with ambiguity of classification assignment and decreased discriminatory ability within the central classes. While overall SWC is associated with infection, the relationship seems to be confounded by the effect of open versus closed fractures. Alternative classification systems may have improved utility for stratifying risk in orthopaedic patients. LEVEL OF EVIDENCE: III.

Published
2025

3. Challenges of Engaging Primary Care Providers in Specialized Telementoring Education About Sickle Cell Disease for Sickle Cell Specialists: Results from the Sickle Cell Disease Training and Mentoring Program for Primary Care Providers (STAMP) Project ECHO.

Author

Shook, Lisa, House, Bailey, Farrell, Christina, Stewart, Rosalyn, Lanzkron, Sophie, King, Allison, Varughese, Taniya, Strouse, J, Treadwell, Marsha, and Kanter, Julie

Subjects
Sickle cell disease, chronic disease, continuing education, telementoring
Abstract

INTRODUCTION: Sickle cell disease (SCD) is an inherited blood disorder affecting approximately 100,000 individuals in the U.S. A lack of knowledgeable providers, particularly for adult patients, has led to a significant number of adults without access to high-quality care. Several federal partners collaborated with the Sickle Cell Disease Treatment Demonstration Program (SCDTDP) grantees to develop and test a national Project ECHO telementoring program targeting primary care providers (PCPs). METHODS: Federal partners developed an extensive recruitment and outreach strategy to engage PCPs in the Sickle Cell Disease Training and Mentoring (STAMP) virtual educational (telementoring) program using a multi-pronged recruitment strategy. The SCDTDP grantees created a tailored curriculum of didactic presentations about the management of SCD, especially for PCPs. RESULTS: STAMP hosted 12 sessions over 6 months. Despite the multi-pronged recruitment strategy and tailored curriculum, there were very few PCPs among the 763 attendees. The majority of attendees were hematologists and other community-based advocates with a vested interest in SCD. CONCLUSIONS: Despite a federal partnership, the STAMP outreach strategy was unsuccessful in recruiting PCPs to participate in a virtual telementoring education program designed to increase access to care for adults with SCD. STAMPs attendee participation and the lack of engagement by PCPs were unable to significantly show an increase in interest or willingness by PCPs to learn to co-manage SCD care with specialists.

Published
2025

4. Intelligent prospector v2.0: exploration drill planning under epistemic model uncertainty

Author

Mern, John, Corso, Anthony, Burch, Damian, House, Kurt, and Caers, Jef

Subjects
Computer Science - Artificial Intelligence
Abstract

Optimal Bayesian decision making on what geoscientific data to acquire requires stating a prior model of uncertainty. Data acquisition is then optimized by reducing uncertainty on some property of interest maximally, and on average. In the context of exploration, very few, sometimes no data at all, is available prior to data acquisition planning. The prior model therefore needs to include human interpretations on the nature of spatial variability, or on analogue data deemed relevant for the area being explored. In mineral exploration, for example, humans may rely on conceptual models on the genesis of the mineralization to define multiple hypotheses, each representing a specific spatial variability of mineralization. More often than not, after the data is acquired, all of the stated hypotheses may be proven incorrect, i.e. falsified, hence prior hypotheses need to be revised, or additional hypotheses generated. Planning data acquisition under wrong geological priors is likely to be inefficient since the estimated uncertainty on the target property is incorrect, hence uncertainty may not be reduced at all. In this paper, we develop an intelligent agent based on partially observable Markov decision processes that plans optimally in the case of multiple geological or geoscientific hypotheses on the nature of spatial variability. Additionally, the artificial intelligence is equipped with a method that allows detecting, early on, whether the human stated hypotheses are incorrect, thereby saving considerable expense in data acquisition. Our approach is tested on a sediment-hosted copper deposit, and the algorithm presented has aided in the characterization of an ultra high-grade deposit in Zambia in 2023.

Published
2024

5. Investigating the Trade-off between Infections and Social Interactions Using a Compact Model of Endemic Infections on Networks

Author

Thatchai, Bunlang, Overton, Christopher E., and House, Thomas

Subjects
Physics - Physics and Society, Quantitative Biology - Populations and Evolution, 92D30, 05C80, 34A45
Abstract

In many epidemiological and ecological contexts, there is a trade-off between infections and interaction. This arises because the links between individuals capable of spreading infections are also often associated with beneficial activities. Here, we consider how the presence of explicit network structure changes the optimal solution of a class of infection-interaction trade-offs. In order to do this, we develop and analyse a low-dimensional dynamical system approximating the network SIS epidemic. We find that network structure in the form of heterogeneous numbers of contacts can have a significant impact on the optimal number of contacts that comes out of a trade-off model., Comment: 16 pages; 5 figures

Published
2024

6. Proven Results: Highlighting the Benefits of Charter Schools for Students and Families. Hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, Second Session (March 6, 2024). Serial No. 118-40

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Early Childhood, Elementary, Secondary Education

Abstract

This document records testimony from a hearing held to examine the benefits of charter schools for students and families. Member statements were presented by: (1) Honorable Aaron Bean, Chairman, Subcommittee on Early Childhood, Elementary, and Secondary Education; and (2) Honorable Suzanne Bonamici, Ranking Member, Subcommittee on Early Childhood, Elementary, and Secondary Education. Witness statements were presented by: (1) Dr. Macke Raymond, Founder and Director, Center for Research on Education Outcomes, Stanford University; (2) Dr. Julian Vasquez Heilig, Founding Board Member, Network for Public Education; (3) Robert Pondiscio, Senior Fellow, American Enterprise Institute; and (4) Campbell, Kenneth, CEO, New Schools for Baton Rouge. Additional submissions were presented by: (1) Chairman Bean: CREDO Policy Brief entitled ''A Closer Look: Examining the Impact and Effectiveness of Online Charter Schools''; (2) Ranking Member Bonamici: (a) Letter dated March 3, 2024, from the Network for Public Education; and (b) Report dated November 15, 2018, from the National Council on Disability entitled ''Choice & Vouchers--Implications for Students with Disabilities''; and (3) Honorable Virginia Foxx, a Representative in Congress from the State of North Carolina: (a) Statement dated March 19, 2024, from the National Association of Charter School Authorizers (NACSA); and (b) Statement dated March 6, 2024, from the National Parents Union (NPU).

Published
2024

7. Calling for Accountability: Stopping Antisemitic College Chaos. Hearing before the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, Second Session (May 23, 2024). Serial No. 118-52

Author

US House of Representatives. Committee on Education and the Workforce

Abstract

The Committee on Education and the Workforce met to hear testimony on "Calling For Accountability: Stopping Antisemitic College Chaos." Opening statements were presented by: (1) Honorable Virginia Foxx, Chairwoman, Committee on Education and the Workforce; and (2) Honorable Robert C. Scott, Ranking Member, Committee on Education and the Workforce. The following witnesses presented a statement: (1) Michael Schill, President, Northwestern University; (2) Jonathan Holloway, President, Rutgers University; (3) Frederick M. Lawrence, Secretary and CEO, Phi Beta Kappa Society; and (4) Gene David Block, Chancellor, University of California (UCLA). Additional material was submitted by members of the Committee including: (1) articles; (2) letters; (3) facts; (4) quotes; and (5) responses to questions submitted for the record by Gene Block, Jonathan Holloway, and Michael Schill.

Published
2024

8. Confronting the Scourge of Antisemitism on Campus. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (November 14, 2023). Serial No. 118-27

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

The Committee on Education and the Workforce Subcommittee on Higher Education and Workforce Development met to hear testimony on "Confronting The Scourge of Antisemitism on Campus." Opening statements were presented by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and the Workforce Development; and (2) Honorable Robert C. Scott, Ranking Member, Committee on Education and the Workforce. The following witnesses presented a statement: (1) Rabbi Moshe Hauer, Executive Vice President, Orthodox Union; (2) Kenneth L. Marcus, Founder and Chairman, Louis D. Brandeis Center For Human Rights Under Law; (3) Stacy Burdett, Independent Consultant in Antisemitism Prevention and Response; and (4) Sahar Tartak, Student, Yale University. Additional material was submitted by members of the Committee including: (1) comments; (2) letters; (3) press releases; and (4) responses to questions submitted for the record by Rabbi Moshe Hauer and Kenneth Marcus.

Published
2024

9. Divisive, Excessive, Ineffective: The Real Impact of DEI on College Campuses. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, Second Session (March 7, 2024). Serial No. 118-38

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing held to examine the real impact of Diversity, Equity, and Inclusion (DEI) on college campuses. Member statements were presented by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and the Workforce Development; and (2) Honorable Suzanne Bonamici, a Representative in Congress from the State of Oregon. Witness statements were presented by: (1) Dr. Erec Smith, Associate Professor of Rhetoric, York College of Pennsylvania, Research Fellow, Cato Institute; (2) Dr. James Murphy, Director, Career Pathways and Postsecondary Policy, Education Reform Now; (3) Dr. Stanley Goldfarb, Chair, Do No Harm; and (4) Dr. Jay Greene, Senior Research Fellow, The Heritage Foundation's Center for Education Policy. Additional submissions were presented by: (1) Chairman Owens: (a) Statement of B'nai B'rith International dated March 7, 2024; and (b) Article dated December 10, 2023, by Danielle Allen; (2) Honorable Suzanne Bonamici, a Representative in Congress from the State of Oregon: (a) Article dated March 20, 2024, from diverseeducation.com; (b) Multiple submitted statements dated March 2024; (c) Testimony from the Legal Defense Fund; and (d) Statement from the Southern Poverty Law Center; (3) Honorable Teresa Fernandez Leger, a Representative in Congress from the State of New Mexico: Article dated December 18, 2023, from insidehighered.com; and (4) Honorable Virginia Foxx, a Representative in Congress from the State of North Carolina: Article dated March 7, 2024, from the Charlotte Observer.

Published
2024

10. Strengthening WIOA: Improving Outcomes for Jobseekers, Employers, and Taxpayers. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (September 20, 2023). Serial No. 118-23

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing held to examine on improving outcomes for jobseekers, employers, and taxpayers by strengthening the Workforce Innovation and Opportunity Act (WIOA). Member statements were presented by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and Workforce Development; and Honorable Frederica Wilson, Ranking Member, Subcommittee on Higher Education and Workforce Development. Witness statements were presented by: (1) Scot B. Sanders, President and Chief Executive Officer, National Association of State Workforce Agencies; (2) Rya Conrad-Bradshaw, Vice President, Corporate Markets, Cengage Group; (3) Roderick ''Rick" Beasley, Executive Director, South Florida Workforce Investment Board; and (4) Mason M. Bishop, Nonresident Fellow, American Enterprise Institute. Additional submissions were presented by: (1) Chairman Owens: (a) Letter dated September 20, 2023 from the Littler WorkPlace Policy Institute; (b) Letter dated September 20, 2023 from the Society for Human Resource Management; and (c) Letter dated September 26, 2023 from the National Retail Federation; (2) Honorable Suzanne Bonamici, a Representative in Congress from the State of Oregon: Letter dated September 20, 2023 from the American Federation of State, County and Municipal Employees; and (3) Honorable Gregorio Kilili Camacho Sablan, a Representative in Congress from the Northern Mariana Islands: Statement for the Record.

Published
2024

11. Holding Campus Leaders Accountable and Confronting Antisemitism. Hearing before the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (December 5, 2023). Serial No. 118-31

Author

US House of Representatives. Committee on Education and the Workforce

Abstract

The Committee on Education and the Workforce met to hear testimony on "Holding Campus Leaders Accountable and Confronting Antisemitism." Opening statements were presented by: (1) Honorable Virginia Foxx, Chairwoman, Committee on Education and the Workforce; and (2) Honorable Robert C. Scott, Ranking Member, Committee on Education and the Workforce. The following witnesses presented a statement: (1) Claudine Gay, President, Harvard University; (2) Elizabeth Magill, President, University of Pennsylvania; (3) Pamela Nadell, Professor of History and Jewish Studies, American University; and (4) Sally Kornbluth, President, Massachusetts Institute of Technology. Additional material was submitted by members of the Committee including (1) articles; (2) letters; (3) reports; and (4) responses to questions submitted for the record by Claudine Gay and J. Larry Jameson.

Published
2024

12. Academic Freedom under Attack: Loosening the CCP's Grip on America's Classrooms. Hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (September 19, 2023). Serial No. 118-22

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Early Childhood, Elementary, Secondary Education

Abstract

his document records testimony from a hearing held to examine ccademic freedom under attack when loosening the Chinese Communist Party's (CCP's) grip on America's classrooms. Member statements were presented by: (1) Honorable Aaron Bean, Chairman, Subcommittee on Early Childhood, Elementary, and Secondary Education; and (2) Honorable Robert C. Scott Scott, ''Bobby'', Ranking Member, Committee on Education and the Workforce. Witness statements were presented by: (1) Michael Gonzalez, Senior Fellow, The Heritage Foundation; (2) Gisela P. Kusakawa, Executive Director, Asian American Scholar Forum (AASF); (3) Nicole Neily, President, Parents Defending Education; and (4) Ryan Walters, State Superintendent of Public Instruction, Oklahoma State Department of Education. Additional submissions were presented by: (1) Ranking Member Scott: Staff Report from the United States Senate; and (2) Honorable Michelle Steel, a Representative in Congress from the State of California: H.R. 1146 Resolution from the Orange County Board of Education.

Published
2024

13. Preparing Students for Success in the Skills-Based Economy. Hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, Second Session (January 18, 2024). Serial No. 118-34

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Early Childhood, Elementary, Secondary Education

Abstract

This document records testimony from a hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce about preparing students for success in the skills-based economy. Opening statements were presented by: (1) Honorable Aaron Bean, Chairman, Subcommittee on Early Childhood, Elementary, and Secondary Education; and (2) Honorable Suzanne Bonamici, Ranking Member, Subcommittee on Early Childhood, Elementary, and Secondary Education. Witness statements were provided by: (1) Danny Corwin, Executive Director, Harbor Freight Tools for Schools; (2) Kelly Mosley, Supervisor, Career and Technical Education, Clay County District Schools; (3) Richard Kincaid, Senior Executive Director, Office of College and Career Pathways, Maryland State Department of Education; and (4) Brandon Mabile, Strategic Development Manager, Performance Contractors Inc. Additional submission by Chairman Owens: Letter dated January 18, 2024 from Western Governors' Association.

Published
2024

14. How SCOTUS's Decision on Race-Based Admissions Is Shaping University Policies. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (September 28, 2023). Serial No. 118-25

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing held to examine how SCOTUS's decision on race-based admissions is shaping university policies. Member statements were presented by: (1) Honorable Burgess Owens, Subcommittee on Higher Education and Workforce Development; and (2) Honorable Robert C. Scott, Ranking Member, Committee on Education and the Workforce. Witness statements were presented by: (1) Allison Somin, Legal Fellow, Pacific Legal Foundation; (2) Yukong Mike Zhao, President, Asian American Coalition for Education; (3) David Hinojosa, Director of the Educational Opportunities Project, Lawyers' Committee for Civil Rights Under Law; and (4) Delano Squires, Research Fellow, Richard and Helen DeVos Center for Life, Religion and Family, The Heritage Foundation. Additional submissions were presented by: (1) Ranking Member Scott: Affirmative Action Report; and (2) Honorable Suzanne Bonamici, a Representative in Congress from the State of Oregon: (a) Article dated July 3, 2023 from Forbes; and (b) Amicus brief excerpt.

Published
2024

15. Protecting Kids: Combating Graphic, Explicit Content in School Libraries. Hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (October 19, 2023). Serial No. 118-26

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Early Childhood, Elementary, Secondary Education

Abstract

This document records testimony from a hearing held to examine combating graphic, explicit content in school libraries to protect kids. Member statements were presented by: (1) Honorable Aaron Bean, Chairman, Subcommittee on Early Childhood, Elementary, and Secondary Education; and (2) Honorable Suzanne Bonamici, Ranking Member, Subcommittee on Early Childhood, Elementary, and Secondary Education. Witness statements were presented by: (1) Lindsey Smith, Parent, Chapter Chair for Moms for Liberty; Dr. Jonathan Friedman, Director of Free Expression and Education Programs, PEN America; (2) Max Eden, Research Fellow, American Enterprise Institute; and (3) Megan Degenfelder, State Superintendent of Public Instruction, Wyoming Department of Education. Additional submissions include: (1) Ranking Member Bonamici: (a) Letter dated October 19, 2023, from the American Library Association (ALA); and (b) Letter dated October 17, 2023, from Penguin Random House; and (2) Honorable Virginia Foxx, a Representative in Congress from the State of North Carolina: Statement dated October 19, 2023, from Nicole Solas. Responses to questions submitted for the record by: (1) Mr. Max Eden; (2) Dr. Jonathan Friedman; and (3) Mrs. Lindsey Smith.

Published
2024

16. Budget of the U.S. Government, Fiscal Year 2025

Author

White House, Office of Management and Budget (OMB)

Abstract

The "Budget of the United States Government, Fiscal Year 2025" contains the Budget Message of the President, information on the President's priorities, and summary tables. This volume includes economic and accounting analyses, information on Federal receipts and collections, analyses of Federal spending, information on Federal borrowing and debt, baseline or current services estimates, and other technical presentations. [For the 2024 Budget, see ED628118.]

Published
2024

17. Exposing the Dangers of the Influence of Foreign Adversaries on College Campuses. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representative, One Hundred Eighteenth Congress, First Session (July 13, 2023). Serial No. 118-17

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce exposing the dangers of the influence of foreign adversaries on college campuses. Opening statements were provided by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and Workforce Development; and (2) Honorable Frederica Wilson, Ranking Member, Subcommittee on Higher Education and Workforce Development. Witness statements were provided by: (1) Paul R. Moore, Senior Counsel, Defense of Freedom Institute; (2) John C. Yang, President and Executive Director, Asian Americans Advancing Justice--AAJC; and (3) Craig Singleton, China Program Deputy Director and Senior Fellow, Foundation for Defense of Democracies. Additional submissions include: (1) Honorable Mark Takano, a Representative in Congress from the State of California: Article dated April 15, 2020, from Politico; and (2) Honorable Pramila Jayapal, a Representative in Congress from the State of Washington: Article dated January 18, 2023 from The Daily Pennsylvanian.

Published
2024

18. School Choice: Expanding Educational Freedom for All. Hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (April 18, 2023). Serial No. 118-5

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Early Childhood, Elementary, Secondary Education

Abstract

This document records testimony from a hearing before the Subcommittee on Early Childhood, Elementary, Secondary Education of the Committee on Education and the Workforce that was held to examine school choice. Opening statements were provided by: (1) Honorable Aaron Bean, Chairman, Subcommittee on Early Childhood, Elementary, and Secondary Education; and (2) Honorable Suzanne Bonamici, Ranking Member, Subcommittee on Early Childhood, Elementary, and Secondary Education. Witness statements were provided by: (1) Honorable Warren Davidson, a Representative in Congress from the State of Ohio; (2) Honorable Mark Pocan, a Representative in Congress from the State of Wisconsin; (3) Adrian Smith, Former Member of Congress, Nebraska; (4) Luke Messer, Former Member of Congress, President, Invest in Education; (5) Derek Black, Professor of Law and Ernest F. Holdings Chair in Constitutional Law, University of South Carolina; (6) Denisha Allen, Senior Fellow, American Federation for Children; and (7) Lindsey Burke, Director of the Center for Education Policy, Heritage Foundation. Additional submissions include: (1) Ranking Member Bonamici: (a) Letter dated April 18, 2023, from the National Coalition for Public Education; and (b) Letter dated April 25, 2023, from the National Parent Teacher Association; and (2) Honorable Rau'l Grijalva, a Representative in Congress from the State of Arizona: Statement for the record submitted by Rau'l M. Grijalva.

Published
2024

19. Lowering Costs and Increasing Value for Students, Institutions, and Taxpayers. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One Hundred Eighteenth Congress, First Session (July 27, 2023). Serial No. 118-20

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce that was held to examine lowering costs and increasing value for students, institutions, and taxpayers. Opening statements were provided by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and Workforce Development; and (2) Honorable Frederica Wilson, Ranking Member, Subcommittee on Higher Education and Workforce Development. Witness statements were provided by: (1) Michael Horn, Author, Co-Founder of the Clayton Christensen Institute for Disruptive Innovation; (2) Stig Leschly, President and Founder, Postsecondary Commission; (3) Dr. Stephanie Cellini, Professor of Public Policy and Public Administration, and of Economics, George Washington University; and (4) Dr. Andrew Gillen, Senior Policy Analyst, Texas Public Policy Foundation. Additional submissions include: (1) Honorable Virginia Foxx, a Representative in Congress from the State of North Carolina: (a) Letter from the University of Dayton; (b) Testimony dated July 26, 2023 from Lenoir-Rhyne University; and (c) Essay dated March 2023 by Jason Cohn; (2) Honorable Pramila Hayapal, a Representative in Congress from the State of Washington: Article dated July 25, 2023 from PoliticoPro; (3) Honorable Jim Banks, a Representative in Congress from the State of Indiana: Backgrounder dated July 27, 2021 from The Heritage Foundation; and (4) Honorable Joe Courtney, a Representative in Congress from the State of Connecticut: Article from USA Today.

Published
2024

20. Diversity of Thought: Protecting Free Speech on College Campuses. Hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce. U.S. House of Representatives, One One Hundred Eighteenth Congress, First Session (March 29, 2023). Serial No. 118-4

Author

US House of Representatives. Committee on Education and the Workforce, Subcommittee on Higher Education and Workforce Development

Abstract

This document records testimony from a hearing before the Subcommittee on Higher Education and Workforce Development of the Committee on Education and the Workforce on protecting free speech on college campuses. Opening statements were provided by: (1) Honorable Burgess Owens, Chairman, Subcommittee on Higher Education and the Workforce Development; and (2) Honorable Robert C. Scott, ''Bobby.'' Ranking Member, Committee on Education and the Workforce. Witness statements were provided by: (1) Cherise Trump, Executive Director, Speech First, Washington, D.C.; (2) Josiah Joner Executive Editor, The Stanford Review, Stanford, California; (3) Suzanne Nossel, Chief Executive Officer, Pen America; and (4) Ilya Shaprio, Director of Constitutional Studies, Manhattan Institute, New York, New York. Additional submissions include: (1) Honorable Jim Banks, a Representative in Congress from the State of Indiana: Report dated December 8, 2021 from The Heritage Foundation; (2) Honorable Suzanne Bonamici, a Representative in Congress from the State of Oregon: Statement for the record dated February 7, 2023, from the American Psychological Association; (3) Honorable Mark Takano, a Representative in Congress from the State of California: Memo dated March 22, 2023, from Jenny S. Martinez; and (4) Honorable Tim Walberg, a Representative in Congress from the State of Michigan: Support letter for the record dated March 13, 2023.

Published
2024

21. Participatory Science and Machine Learning Applied to Millions of Sources in the Hobby-Eberly Telescope Dark Energy Experiment

Author

House, Lindsay R., Gebhardt, Karl, Finkelstein, Keely, Cooper, Erin Mentuch, Davis, Dustin, Farrow, Daniel J., and Schneider, Donald P.

Subjects
Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Astrophysics of Galaxies, Physics - Physics Education
Abstract

We are merging a large participatory science effort with machine learning to enhance the Hobby-Eberly Telescope Dark Energy Experiment (HETDEX). Our overall goal is to remove false positives, allowing us to use lower signal-to-noise data and sources with low goodness-of-fit. With six million classifications through Dark Energy Explorers, we can confidently determine if a source is not real at over 94% confidence level when classified by at least ten individuals; this confidence level increases for higher signal-to-noise sources. To date, we have only been able to apply this direct analysis to 190,000 sources. The full sample of HETDEX will contain around 2-3M sources, including nearby galaxies ([O II] emitters), distant galaxies (Lyman-alpha emitters or LAEs), false positives, and contamination from instrument issues. We can accommodate this tenfold increase by using machine learning with visually-vetted samples from Dark Energy Explorers. We have already increased by over ten-fold in number of sources that have been visually vetted from our previous pilot study where we only had 14,000 visually vetted LAE candidates. This paper expands on the previous work increasing the visually-vetted sample from 14,000 to 190,000. In addition, using our currently visually-vetted sample, we generate a real or false positive classification for the full candidate sample of 1.2 million LAEs. We currently have approximately 17,000 volunteers from 159 countries around the world. Thus, we are applying participatory or citizen scientist analysis to our full HETDEX dataset, creating a free educational opportunity that requires no prior technical knowledge., Comment: 11 pages, 5 figures

Published
2024
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22. Real-time modelling of the SARS-CoV-2 pandemic in England 2020-2023: a challenging data integration

Author

Birrell, Paul J, Blake, Joshua, Kandiah, Joel, Alexopoulos, Angelos, van Leeuwen, Edwin, Pouwels, Koen, Ghosh, Sanmitra, Starr, Colin, Walker, Ann Sarah, House, Thomas A, Gay, Nigel, Finnie, Thomas, Gent, Nick, Charlett, André, and De Angelis, Daniela

Subjects
Statistics - Applications
Abstract

A central pillar of the UK's response to the SARS-CoV-2 pandemic was the provision of up-to-the moment nowcasts and short term projections to monitor current trends in transmission and associated healthcare burden. Here we present a detailed deconstruction of one of the 'real-time' models that was key contributor to this response, focussing on the model adaptations required over three pandemic years characterised by the imposition of lockdowns, mass vaccination campaigns and the emergence of new pandemic strains. The Bayesian model integrates an array of surveillance and other data sources including a novel approach to incorporating prevalence estimates from an unprecedented large-scale household survey. We present a full range of estimates of the epidemic history and the changing severity of the infection, quantify the impact of the vaccination programme and deconstruct contributing factors to the reproduction number. We further investigate the sensitivity of model-derived insights to the availability and timeliness of prevalence data, identifying its importance to the production of robust estimates., Comment: 35 pages, 7 figures, 3 tables

Published
2024

24. Geological Net Zero and the need for disaggregated accounting for carbon sinks

Author

Allen, Myles R., Frame, David J., Friedlingstein, Pierre, Gillett, Nathan P., Grassi, Giacomo, Gregory, Jonathan M., Hare, William, House, Jo, Huntingford, Chris, Jenkins, Stuart, Jones, Chris D., Knutti, Reto, Lowe, Jason A., Matthews, H. Damon, Meinshausen, Malte, Meinshausen, Nicolai, Peters, Glen P., Plattner, Gian-Kasper, Raper, Sarah, Rogelj, Joeri, Stott, Peter A., Solomon, Susan, Stocker, Thomas F., Weaver, Andrew J., and Zickfeld, Kirsten

Published
2025
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25. Multi-level socioeconomic modifiers of the comorbidity of post-traumatic stress and tobacco, alcohol, and cannabis use: the importance of income

Author

Garrison-Desany, Henri M., Meyers, Jacquelyn L., Linnstaedt, Sarah D., Koenen, Karestan C., House, Stacey L., Beaudoin, Francesca L., An, Xinming, Neylan, Thomas C., Clifford, Gari D., Jovanovic, Tanja, Germine, Laura T., Bollen, Kenneth A., Rauch, Scott L., Haran, John P., Storrow, Alan B., Lewandowski, Christopher, Musey, Jr., Paul I., Hendry, Phyllis L., Sheikh, Sophia, Jones, Christopher W., Punches, Brittany E., Pascual, Jose L., Seamon, Mark J., Harris, Erica, Pearson, Claire, Peak, David A., Domeier, Robert M., Rathlev, Niels K., O’Neil, Brian J., Sergot, Paulina, Bruce, Steven E., McLean, Samuel A., and Denckla, Christy A.

Published
2025
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27. Abundant ammonia and nitrogen-rich soluble organic matter in samples from asteroid (101955) Bennu

Author

Glavin, Daniel P., Dworkin, Jason P., Alexander, Conel M. O’D., Aponte, José C., Baczynski, Allison A., Barnes, Jessica J., Bechtel, Hans A., Berger, Eve L., Burton, Aaron S., Caselli, Paola, Chung, Angela H., Clemett, Simon J., Cody, George D., Dominguez, Gerardo, Elsila, Jamie E., Farnsworth, Kendra K., Foustoukos, Dionysis I., Freeman, Katherine H., Furukawa, Yoshihiro, Gainsforth, Zack, Graham, Heather V., Grassi, Tommaso, Giuliano, Barbara Michela, Hamilton, Victoria E., Haenecour, Pierre, Heck, Philipp R., Hofmann, Amy E., House, Christopher H., Huang, Yongsong, Kaplan, Hannah H., Keller, Lindsay P., Kim, Bumsoo, Koga, Toshiki, Liss, Michael, McLain, Hannah L., Marcus, Matthew A., Matney, Mila, McCoy, Timothy J., McIntosh, Ophélie M., Mojarro, Angel, Naraoka, Hiroshi, Nguyen, Ann N., Nuevo, Michel, Nuth, III, Joseph A., Oba, Yasuhiro, Parker, Eric T., Peretyazhko, Tanya S., Sandford, Scott A., Santos, Ewerton, Schmitt-Kopplin, Philippe, Seguin, Frederic, Simkus, Danielle N., Shahid, Anique, Takano, Yoshinori, Thomas-Keprta, Kathie L., Tripathi, Havishk, Weiss, Gabriella, Zheng, Yuke, Lunning, Nicole G., Righter, Kevin, Connolly, Jr., Harold C., and Lauretta, Dante S.

Published
2025
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28. Brain dynamics reflecting an intra-network brain state are associated with increased post-traumatic stress symptoms in the early aftermath of trauma

Author

Sendi, Mohammad S. E., Fu, Zening, Harnett, Nathaniel G., van Rooij, Sanne J. H., Vergara, Victor, Pizzagalli, Diego A., Daskalakis, Nikolaos P., House, Stacey L., Beaudoin, Francesca L., An, Xinming, Neylan, Thomas C., Clifford, Gari D., Jovanovic, Tanja, Linnstaedt, Sarah D., Germine, Laura T., Bollen, Kenneth A., Rauch, Scott L., Haran, John P., Storrow, Alan B., Lewandowski, Christopher, Musey, Jr., Paul I., Hendry, Phyllis L., Sheikh, Sophia, Jones, Christopher W., Punches, Brittany E., Swor, Robert A., Gentile, Nina T., Murty, Vishnu P., Hudak, Lauren A., Pascual, Jose L., Seamon, Mark J., Harris, Erica, Chang, Anna M., Pearson, Claire, Peak, David A., Merchant, Roland C., Domeier, Robert M., Rathlev, Niels K., O’Neil, Brian J., Sergot, Paulina, Sanchez, Leon D., Bruce, Steven E., Sheridan, John F., Harte, Steven E., Kessler, Ronald C., Koenen, Karestan C., McLean, Samuel A., Stevens, Jennifer S., Calhoun, Vince D., and Ressler, Kerry J.

Published
2025
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29. The state-of-the-art of N-of-1 therapies and the IRDiRC N-of-1 development roadmap

Author

Jonker, Anneliene H., Tataru, Elena-Alexandra, Graessner, Holm, Dimmock, David, Jaffe, Adam, Baynam, Gareth, Davies, James, Mitkus, Shruti, Iliach, Oxana, Horgan, Rich, Augustine, Erika F., Bateman-House, Alison, Pasmooij, Anna Maria Gerdina, Yu, Tim, Synofzik, Matthis, Douville, Julie, Lapteva, Larissa, Brooks, Philip John, O’Connor, Daniel, and Aartsma-Rus, Annemieke

Published
2025
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31. An Analysis and Proposal on Standardization and R&D Strategies to Promote Responsible Development of Digital Asset

Author

Sugino, Takaya, Yamanaka, Masato, House, Carole, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Budurushi, Jurlind, editor, Kulyk, Oksana, editor, Allen, Sarah, editor, Diamandis, Theo, editor, Klages-Mundt, Ariah, editor, Bracciali, Andrea, editor, Goodell, Geoffrey, editor, and Matsuo, Shin’ichiro, editor

Published
2025
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34. Supernova electron-neutrino interactions with xenon in the nEXO detector

Author

nEXO Collaboration, Hedges, S., Kharusi, S. Al, Angelico, E., Brodsky, J. P., Richardson, G., Wilde, S., Amy, A., Anker, A., Arnquist, I. J., Arsenault, P., Atencio, A., Badhrees, I., Bane, J., Belov, V., Bernard, E. P., Bhatta, T., Bolotnikov, A., Breslin, J., Breur, P. A., Brown, E., Brunner, T., Caden, E., Cao, G. F., Cao, L. Q., Cesmecioglu, D., Chambers, E., Chana, B., Charlebois, S. A., Chernyak, D., Chiu, M., Collister, R., Cvitan, M., Dalmasson, J., Daniels, T., Darroch, L., DeVoe, R., di Vacri, M. L., Ding, Y. Y., Dolinski, M. J., Eckert, B., Elbeltagi, M., Elmansali, R., Fabris, L., Fairbank, W., Farine, J., Fatemighomi, N., Foust, B., Fu, Y. S., Gallacher, D., Gallice, N., Gillis, W., Goeldi, D., Gorham, A., Gornea, R., Gratta, G., Guan, Y. D., Hardy, C. A., Heffner, M., Hein, E., Holt, J. D., Hoppe, E. W., House, A., Hunt, W., Iverson, A., Kachru, P., Karelin, A., Keblbeck, D., Kuchenkov, A., Kumar, K. S., Larson, A., Latif, M. B., Leach, K. G., Lenardo, B. G., Leonard, D. S., Lewis, H., Li, G., Li, Z., Licciardi, C., Lindsay, R., MacLellan, R., Majidi, S., Malbrunot, C., Martel-Dion, P., Masbou, J., McMichael, K., Medina-Peregrina, M., Mong, B., Moore, D. C., Nattress, J., Natzke, C. R., Ngwadla, X. E., Ni, K., Nolan, A., Nowicki, S. C., Ondze, J. C. Nzobadila, Orrell, J. L., Ortega, G. S., Overman, C. T., Pagani, L., Smalley, H. Peltz, Peña-Perez, A., Perna, A., Piepke, A., Franco, T. Pinto, Pocar, A., Pratte, J. -F., Rasiwala, H., Ray, D., Raymond, K., Rescia, S., Riot, V., Ross, R., Saldanha, R., Sangiorgio, S., Schwartz, S., Sekula, S., Soderstrom, J., Soma, A. K., Spadoni, F., Sun, X. L., Thibado, S., Tidball, A., Totev, T., Triambak, S., Tsang, R. H. M., Tyuka, O. A., van Bruggen, E., Vidal, M., Viel, S., Walent, M., Wang, Q. D., Wang, W., Wang, Y. G., Watts, M., Wehrfritz, M., Wei, W., Wen, L. J., Wichoski, U., Wu, X. M., Xu, H., Yang, H. B., Yang, L., Yu, M., Yvaine, M., Zeldovich, O., and Zhao, J.

Subjects
High Energy Physics - Phenomenology, High Energy Physics - Experiment, Nuclear Theory
Abstract

Electron-neutrino charged-current interactions with xenon nuclei were modeled in the nEXO neutrinoless double-$\beta$ decay detector (~5 metric ton, 90% ${}^{136}$Xe, 10% ${}^{134}$Xe) to evaluate its sensitivity to supernova neutrinos. Predictions for event rates and detectable signatures were modeled using the Model of Argon Reaction Low Energy Yields (MARLEY) event generator. We find good agreement between MARLEY's predictions and existing theoretical calculations of the inclusive cross sections at supernova neutrino energies. The interactions modeled by MARLEY were simulated within the nEXO simulation framework and were run through an example reconstruction algorithm to determine the detector's efficiency for reconstructing these events. The simulated data, incorporating the detector response, were used to study the ability of nEXO to reconstruct the incident electron-neutrino spectrum and these results were extended to a larger xenon detector of the same isotope enrichment. We estimate that nEXO will be able to observe electron-neutrino interactions with xenon from supernovae as far as 5-8 kpc from Earth, while the ability to reconstruct incident electron-neutrino spectrum parameters from observed interactions in nEXO is limited to closer supernovae., Comment: 17 pages, 16 figures

Published
2024
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37. A manufacturable platform for photonic quantum computing

Author

Alexander, Koen, Bahgat, Andrea, Benyamini, Avishai, Black, Dylan, Bonneau, Damien, Burgos, Stanley, Burridge, Ben, Campbell, Geoff, Catalano, Gabriel, Ceballos, Alex, Chang, Chia-Ming, Chung, CJ, Danesh, Fariba, Dauer, Tom, Davis, Michael, Dudley, Eric, Er-Xuan, Ping, Fargas, Josep, Farsi, Alessandro, Fenrich, Colleen, Frazer, Jonathan, Fukami, Masaya, Ganesan, Yogeeswaran, Gibson, Gary, Gimeno-Segovia, Mercedes, Goeldi, Sebastian, Goley, Patrick, Haislmaier, Ryan, Halimi, Sami, Hansen, Paul, Hardy, Sam, Horng, Jason, House, Matthew, Hu, Hong, Jadidi, Mehdi, Johansson, Henrik, Jones, Thomas, Kamineni, Vimal, Kelez, Nicholas, Koustuban, Ravi, Kovall, George, Krogen, Peter, Kumar, Nikhil, Liang, Yong, LiCausi, Nicholas, Llewellyn, Dan, Lokovic, Kimberly, Lovelady, Michael, Manfrinato, Vitor, Melnichuk, Ann, Souza, Mario, Mendoza, Gabriel, Moores, Brad, Mukherjee, Shaunak, Munns, Joseph, Musalem, Francois-Xavier, Najafi, Faraz, O'Brien, Jeremy L., Ortmann, J. Elliott, Pai, Sunil, Park, Bryan, Peng, Hsuan-Tung, Penthorn, Nicholas, Peterson, Brennan, Poush, Matt, Pryde, Geoff J., Ramprasad, Tarun, Ray, Gareth, Rodriguez, Angelita, Roxworthy, Brian, Rudolph, Terry, Saunders, Dylan J., Shadbolt, Pete, Shah, Deesha, Shin, Hyungki, Smith, Jake, Sohn, Ben, Sohn, Young-Ik, Son, Gyeongho, Sparrow, Chris, Staffaroni, Matteo, Stavrakas, Camille, Sukumaran, Vijay, Tamborini, Davide, Thompson, Mark G., Tran, Khanh, Triplet, Mark, Tung, Maryann, Vert, Alexey, Vidrighin, Mihai D., Vorobeichik, Ilya, Weigel, Peter, Wingert, Mathhew, Wooding, Jamie, and Zhou, Xinran

Subjects
Quantum Physics, Physics - Applied Physics, Physics - Optics
Abstract

Whilst holding great promise for low noise, ease of operation and networking, useful photonic quantum computing has been precluded by the need for beyond-state-of-the-art components, manufactured by the millions. Here we introduce a manufacturable platform for quantum computing with photons. We benchmark a set of monolithically-integrated silicon photonics-based modules to generate, manipulate, network, and detect photonic qubits, demonstrating dual-rail photonic qubits with $99.98\% \pm 0.01\%$ state preparation and measurement fidelity, Hong-Ou-Mandel quantum interference between independent photon sources with $99.50\%\pm0.25\%$ visibility, two-qubit fusion with $99.22\%\pm0.12\%$ fidelity, and a chip-to-chip qubit interconnect with $99.72\%\pm0.04\%$ fidelity, not accounting for loss. In addition, we preview a selection of next generation technologies, demonstrating low-loss silicon nitride waveguides and components, fabrication-tolerant photon sources, high-efficiency photon-number-resolving detectors, low-loss chip-to-fiber coupling, and barium titanate electro-optic phase shifters., Comment: 8 pages, 5 figures

Published
2024

39. Innovating the next generation of commercial smart building software

Author

Casillas, Armando, Granderson, Jessica, Chen, Yimin, House, John, Lin, Guanjing, Huang, Weiping, Velmurugan, Guhan, and Pritoni, Marco

Abstract

Nearly 30% of commercial building energy use is wasted due to equipment faults and HVACcontrols problems. The result is increased emissions, compromised comfort and productivity, andless reliable coordination of building power needs with a clean grid. The energy impact alonerepresents $17 billion in potential savings. Today’s smart building software provides a robustsolution to address these operational deficiencies. Energy management and information systems(EMIS) are saving up to 9% on average, with two-year paybacks. They are being incorporatedinto energy management processes, commissioning services, and utility programs. As effectiveas they are, two barriers prevent even deeper benefits; limited personnel to fix problems oncethey are identified, and the expense and time to manually implement changes in control systems.In partnership with the research community, the EMIS industry is developing newcapabilities to overcome these barriers. Moving beyond siloed products for either fault detectionand diagnostics, or optimal control, these new capabilities empower users to not onlyautomatically identify faults, but also to push corrective action, and control improvements totheir buildings.In this paper, several areas for enhancements are documented: ‘one-time’ correction offaults such as setpoints, schedules, and economizer lockouts; short-term active testing forautomated proportional integral derivative (PID) loop tuning and functional testing; andcontinuous supervisory control for demand flexibility and year-round efficiency. Results arepresented from a pair of partner implementations out of a dozen providers integrating theseenhancements into their products, including field tests from across the country, and insights intooperator acceptance and integration into operations and maintenance practices.

Published
2024

43. Spatial transcriptomic analysis of primary and metastatic pancreatic cancers highlights tumor microenvironmental heterogeneity

Author

Khaliq, Ateeq M., Rajamohan, Meenakshi, Saeed, Omer, Mansouri, Kimia, Adil, Asif, Zhang, Chi, Turk, Anita, Carstens, Julienne L., House, Michael, Hayat, Sikander, Nagaraju, Ganji P., Pappas, Sam G., Wang, Y. Alan., Zyromski, Nicholas J., Opyrchal, Mateusz, Lee, Kelvin P., O’Hagan, Heather, El Rayes, Bassel, and Masood, Ashiq

Published
2024
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45. Surgical Outcome After Distal Pancreatectomy With and Without Portomesenteric Venous Resection in Patients with Pancreatic Adenocarcinoma: A Transatlantic Evaluation of Patients in North America, Germany, Sweden, and The Netherlands (GAPASURG)

Author

Stoop, Thomas F., Augustinus, Simone, Björnsson, Bergthor, Tingstedt, Bobby, Andersson, Bodil, Wolfgang, Christopher L., Werner, Jens, Johansen, Karin, Stommel, Martijn W. J., Katz, Matthew H. G., Ghadimi, Michael, House, Michael G., Ghorbani, Poya, Molenaar, I. Quintus, de Wilde, Roeland F., Mieog, J. Sven D., Keck, Tobias, Wellner, Ulrich F., Uhl, Waldemar, Besselink, Marc G., Pitt, Henry A., and Del Chiaro, Marco

Published
2024
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