Recent Publications

Recent publications from our faculty and fellows during their time at WID are listed below. Please see each publication for additional information.

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YearTitleAuthor(s)Type
2023A fully first-order method for stochastic bilevel optimizationJeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert NowakPreprint
2023A knowledge compilation take on binary polynomial optimizationFlorent Capelli , Alberto Del Pia, Silvia Di Gregorio Preprint
2023A polynomial-size extended formulation for the multilinear polytope of beta-acyclic hypergraphsAlberto Del Pia, Aida KhajaviradArticle
2023A randomized algorithm for nonconvex minimization with inexact evaluations and complexity guaranteesShuyao Li, Stephen WrightPreprint
2023Abstract A060: Genetic alterations induce distinct histone post-translational modifications during the transition to castration-resistant prostate cancerTanaya A. Purohit, Joseph Gawdzik, Bing Yang, Eric A. Armstrong, Peter W. Lewis, John M. Denu, David F. JarrardArticle
2023Abstract B051: Alterations in SIRT2-H3K18Ac identify increased P300 activity in circulating tumor cells from patients with CRPCMikolaj Filon, Bing Yang, Jennifer Schehr, Anupama Singh, Marcelo Bigarella, John Denu, Joshua Lang, David JarrardArticle
2023Accelerating optimization over the space of probability measuresShi Chen, Qin Li, Oliver Tse, Stephen J. WrightPreprint
2023ACCESS Pegasus: Bringing workflows to the ACCESS massesMats Rynge, Karan Vahi, Mohammad Zaiyan Alam, Ewa Deelman, Todd Miller, Miron Livny, Shelley Knuth, James Griffioen, John Goodhue, David Hudak, Julie Ma, Andrew Pasquale, Lissie FeinProceeding
2023Acss2 deletion reveals functional versatility via tissue-specific roles in transcriptional regulationNarayanan Puthillathu Vasudevan, Dharmendra K Soni, John R Moffett, Jishnu K S Krishnan, Abhilash P Appu, Sarani Ghoshal, Peethambaran Arun, John M Denu, Thomas P Flagg, Roopa Biswas, Aryan M Namboodiri Article
2023Algorithm selection for deep activelearning with imbalanced datasetsJifan Zhang, Shuai Shao, Saurabh Verma, Robert NowakPreprint
2023Amplifying similarity to promote college STEM instructor-student mentoring relationship quality: a cluster randomized trialWenyi Du, Hyewon Lee, Nicole A. Broderick, Cristian Cervantes Aldana, Mica Estrada, Jo Handelsman, Natalia Maldonado, Sarah Miller, Megan S. Patterson, Perla Sandoval, Paul R. HernandezArticle
2023An integrated model of semantics and controlTyler Giallanza, Declan Campbell, Jonathan D. Cohen, Timothy RogersPreprint
2023Anti-thrombotic poly(AAm-co-NaAMPS)-xanthan hydrogel-expanded polytetrafluoroethylene (ePTFE) vascular grafts with enhanced endothelialization and hemocompatibility propertiesZhutong Li, Joshua Giarto, Jue Zhang, Neha Kulkarni, Esha Mahalingam, Will Klipstine, Lih-Sheng TurngArticle
2023Augmented reality into live theatrical performanceD Lisowski, K Ponto, S Fan, C Probst, B SprecherArticle
2023Benchmarking graph representation learning algorithms for detecting modules in molecular networksZhiwei Song, Britttany Baur, Sushmita RoyArticle
2023Can deep convolutional networks explain the semantic structure that humans see in photographs?Siddharth Suresh, Kushin Mukherjee, Tiimothy T. RogersArticle
2023Capital malleability and its implications for climate policy designThomas Rutherford, Christoh BöhringerProceeding
2023Characterizing terminology applied by authors and database producers to informatics literature on consumer engagement with wearable devicesKristine M Alpi, Christie L Martin, Joseph M Plasek, Scott Sittig, Catherine Arnott-Smith, Elizabeth V Weinfurter, Jennifer K Wells, Rachel Wong, Robin R AustinArticle
2023cMyBP-C ablation in human engineered cardiac tissue causes progressive Ca2+-handling abnormalitiesWillem J. De Lange, Emily T. Farrell, Jonathan J. Hernandez, Alana Stempien, Caroline R. Kreitzer, Derek R. Jacobs, Dominique L. Petty, Richard L. Moss, Wendy C. Crone, J. Carter RalpheArticle
2023College students and patient work: Health information management by emerging young adultsCatherine Arnott-Smith, Philip Romero MastersArticle
2023Color semantics for visual communicationKaren B. Schloss, Melissa A. Schoenlein & Kushin Mukherjee Article
2023Color semantics in human cognitionKaren B. SchlossArticle
2023Color-Object semantics affects object detectionKaren B. Schloss, Carter M. Thompson, Jingming Xue, Mary A. PetersonArticle
2023Comparative study of the effect of radiation delivered by Lutetium-177 or Actinium-225 on Anti-GD2 chimeric antigen receptor T cell viability and functionsQuaovi H. Sodji, Matthew H. Forsberg, Dan Cappabianca, Caroline P. Kerr, Lauren Sarko, Amanda Shea, David P. Adam,Jens C. Eickhoff, Irene M. Ong, Reinier Hernandez, Jamey Weichert, Bryan P. Bednarz, Krishanu Saha, Paul M. Sondel, Christian M. Capitini , Zachary S. MorrisArticle
2023Complexity of single loop algorithms for nonlinear programming with stochastic objective and constraintsAhmet Alacaoglu, Stephen J. WrightPreprint
2023Computational agent-based models in opinion dynamics: A survey on social simulations and empirical studiesYun-Shiuan Chuang, Timothy T. RogersPreprint
2023Conceptual structure coheres in human cognition but not in large language modelsSiddharth Suresh, Kushin Mukherjee, Xizheng Yu, Wei-Chun Huang, Lisa Padua, Timothy T RogersPreprint
2023Correcting auto-differentiation in neural-ODE trainingYewei Xu, Shi Chen, Qin Li, Stephen J. WrightPreprint
2023Cultivating well-being in engineering graduate students through mindfulness trainingWendy C. Crone, Pelin Kesebi, Beverly Hays, Shilagh A. Mirgain, Richard J. Davidson, Susan C. HagnessArticle
2023Cut your losses with squentropyLike Hui, Mikhail Belkin, Stephen WrightPreprint
2023Deep learning meets sparse regularization: A signal processing perspectiveRahul Parhi, Robert D. NowakPreprint
2023Depositing centromere repeats induces heritable intragenic heterochromatin establishment and spreading in ArabidopsisZhang-Wei Liu, Jie Liu, Fengquan Liu, Xuehua ZhongArticle
2023Development and initial clinical testing of a multiplex assay evaluating histone modifier p300 acetylation in prostate cancer circulating tumor cells.David Frazier Jarrard, Mikolaj Filon, Bing Yang, Jennifer L. Schehr, Anupama Singh, Marcelo Bigarella, John M Denu, Joshua Michael LangPreprint
2023Development of a multiplex assay to assess activated p300/CBP in circulating prostate tumor cellsM Filon, B Yang, TA Purohit, J Schehr, A Singh, M Bigarella, P Lewis, J Denu, J Lang, DF JarrardArticle
2023Development of runner reservoir and its effect on optical properties of small high-precision plastic injection molded partsDemitri Shotwell, Mong-Tung Lun, Jia-Hau Liu, Lih-Sheng TurngArticle
2023Development of the augmented reality home assessment tool (ARHAT): A qualitative descriptive studyZachary Skrove, McKenzie Fitzpatrick, Lauryn Kinney, Bryce Sprecher, Ross Tredinnick, Kevin Ponto, Jung-hye Shin, Beth FieldsArticle
2023Differentially private optimization for smooth nonconvex ERMChangyu Gao, Stephen J. WrightPreprint
2023DIRECT: Deep active learning under imbalance and label noiseShyam Nuggehalli, Jifan Zhang, Lalit Jain, Robert NowakPreprint
2023DOT1L interaction partner AF10 controls patterning of H3K79 methylation and RNA polymerase II to maintain cell identityCoral K. Wille, Edwin N. Neumann, Aniruddha J. Deshpande, Rupa SridharanArticle
2023DOT1L is a barrier to histone acetylation during reprogramming to pluripotencyCoral K. Wille, Xiaoya Zhang, Spencer A. Haws, John M. Denu, Rupa SridharanArticle
2023Effects of data distribution and granularity on color semantics for colormap data visualizationsClementine Zimnicki, Chin Tseng, Danielle Albers Szafir, Karen B. SchlossPreprint
2023Effects of novel color categories on color-concept association generalization IIMelissa A. Schoenlein, Karen B. Schloss, Melina O. MuellerPreprint
2023Efficiently learning relative similarity embeddings with crowdsourcingScott Sievert, Robert Nowak, Timothy RogersArticle
2023Evaluating LLM agent group dynamics against human group dynamics: A case study on wisdom of partisan crowdsYun-Shiuan Chuang, Siddharth Suresh, Nikunj Harlalka, Agam Goyal, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. RogersPreprint
2023Evaluating the acceptability and appropriateness of the augmented reality home assessment tool (ARHAT): Qualitativedescriptive studyBeth Fields, McKenzie Fitzpatrick, Lauryn Kinney, Jenny Lee, Bryce Sprecher, Ross Tredinnick, Kevin Ponto, Jung-hye ShinArticle
2023Evidence for heuristic evidence weighting in real-world beliefsVincent Frigo, Timothy T. RogersProceeding
2023Evolving domain adaptation of pretrained language models for text classificationYun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie HuPreprint
2023Expanded polytetrafluoroethylene/poly(3-hydroxybutyrate) (ePTFE/PHB) triboelectric nanogenerators and their potential applications as self-powered and sensing vascular graftsDongfang Wang, Chen Wang, Zhaojie Bi, Baokai Zhou, Lixia Wang, Qian Li, Lih-Sheng TurngArticle
2023Filtered iterative denoising for linear inverse problemsDanica Fliss, Willem Marais, Robert D. NowakPreprint
2023Genetic risk score in multiple sclerosis is associated with unique gut microbiomeNoha S. Elsayed, Robert K. Valenzuela, Terrie Kitchner, Thao Le, John Mayer, Zheng-Zheng Tang, Vishnu R. Bayanagari, Qiongshi Lu, Paula Aston, Karthik Anantharaman & Sanjay K. ShuklaArticle
2023Guanidinium-rich lipopeptide-based nanoparticle enables efficient gene editing in skeletalmusclesMin Zhu, Xiuxiu Wang, Ruosen Xie, Yuyuan Wang, Xianghui Xu, Jacobus Burger, Shaoqin GongArticle
2023Homological stability for generalized Hurwitz spaces and Selmer groups in quadratic twist families over function fieldsJordan S. Ellenberg, Aaron LandesmanPreprint
2023How do people map colors to concepts? Modeling assignment inference as evidence accumulationKushin Mukherjee, Laurent Lessard, Karen B. SchlossArticle
2023Hue variation masks effects of lightness on interpretations of colormap data visualizationsClementine Zimnicki; Danielle Albers Szafir; Karen B. SchlossArticle
2023Human limits in machine learning: Prediction of plant phenotypes using soil microbiome dataRosa Aghdam, Xudong Tang, Shan Shan, Richard Landau, Claudia Solís-LemusPreprint
2023Identifying microbial drivers in biological phenotypes with a Bayesian Network Regression modelSamuel Ozminkowski, Claudia Solís-LemusPreprint
2023In situ vaccination following intratumoral injection of IL2 and poly-l-lysine/iron oxide/CpG nanoparticles to a radiated tumor siteYing Zhang, Md Mahfuzur Rahman, Paul A. Clark, Raghava N. Sriramaneni, Thomas Havighurst, Caroline P. Kerr, Min Zhu, Jamie Jones, Xiuxiu Wang, KyungMann Kim, Shaoqin Gong, Zachary S. MorrisArticle
2023Incorporation of hPSC-derived photoreceptors and RPE cells into microfabricated, honeycomb-patterned microscaffolds for outer retinal reconstructionAgustin Luz Madrigal, In-Kyu Lee, Ruosen Xie, Seunghwan Min, Jingcheng Zhu, Jiahe Jin, Allison L. Ludwig, M. Joseph Phillips, Shaoqin Gong, Zhenqiang Ma, David M GammOther
2023In-mold condition-centered and explainable artificial intelligence-based (IMC-XAI) process optimization for injection moldingJinsu Gim, Chung-Yin Lim, Lih-Sheng TurngArticle
2023Integer programming and Combinatorial OptimizationAlberto Del Pia, Volker KaibelProceeding
2023Interaction strengths affect whether ecological networks promote the initiation of egalitarian major transitionsSydney Leither, Max Foreback, David A. Baum, Emily DolsonProceeding
2023Interpretation of the effect of transient process data on part quality of injection molding based on explainable artificial intelligenceJinsu Gim, Lih-Sheng TurngArticle
2023Investigation of the opaque-is-more bias reveals a high chroma-is-more bias for colormap data visualizationsMelissa A. Schoenlein, Mouloukou D. Sidibe, Karen B. SchlossArticle
2023LabelBench: A comprehensive framework for benchmarking adaptive label-efficient learningJifan Zhang, Yifang Chen, Gregory Canal, Arnav M. Das, Gantavya Bhatt, Stephen Mussmann, Yinglun Zhu, Jeffrey Bilmes, Simon S. Du, Kevin Jamieson, Robert D. NowakPreprint
2023Label-free in vitro assays predict the potency of anti-disialoganglioside chimeric antigen receptor T-cell productsMeghan Logun, Maxwell B. Colonna, Katherine P. Mueller, Divya Ventarapragada, Riley Rodier, Chaitanya Tondepu, Nicole J. Piscopo, Amritava Das, Stacie Chvatal, Heather B. Hayes, Christian M. Capitini, Daniel J. Brat, Theresa Kotanchek, Arthur S. Edison, Krishanu Saha, Lohitash KarumbaiahArticle
2023Learning a hierarchical planner from humans in multiple generationsLeonardo Hernandez Cano, Yewen Pu, Robert D. Hawkins, Josh Tenenbaum, Armando Solar-LezamaPreprint
2023Learning interactions to boost human creativity with bandits and GPT-4Ara Vartanian, Xiaoxi Sun, Yun-Shiuan Chuang, Siddharth Suresh, Xiaojin Zhu, Timothy T. RogersPreprint
2023Learning physics-based reduced-order models from data using nonlinear manifoldsRudy Geelen, Laura Balzano, Stephen Wright, Karen WillcoxPreprint
2023Looped transformers are better at learning learning AlgorithmsLiu Yang, Kangwook Lee, Robert Nowak, Dimitris PapailiopoulosPreprint
2023LRRC10 regulates mammalian cardiomyocyte cell cycle during heart regenerationRebecca J. Salamon, Megan C. McKeon, Jiyoung Bae, Xiaoya Zhang, Wyatt G. Paltzer, Kayla N. Wanless, Alyssa R. Schuett, Dakota J. Nuttall, Stephen A. Nemr, Rupa Sridharan, Youngsook Lee, Timothy J. Kamp & Ahmed I. MahmoudArticle
2023mbtransfer: Microbiome intervention analysis using transfer functions and mirror statisticsKris Sankaran, Pratheepa JeganathanPreprint
2023Microbes as communication & decision-making networked communitiesJoni Shaska, Mustafa Can Gursoy, Tyler D.Ross , Yu-Yu Cheng, Adam Kreiger, Margaret Thairu, Ophelia S. Venturelli, James Boedicker, Jo Handelsman, Urbashi MitraArticle
2023Micromolded honeycomb scaffold design to support the generation of a bilayered RPE and photoreceptor cell constructIn-Kyu Lee, Ruosen Xie, Agustin Luz-Madrigal, Seunghwan Min, Jingcheng Zhu, Jiahe Jin, Kimberly L. Edwards, M. Joseph Phillips, Allison L. Ludwig, David M. Gamm, Shaoqin Gong, Zhenqiang MaArticle
2023Mixed integer convex quadratic programming is fixed parameter tractableAlberto Del PiaPreprint
2023More of what? Dissociating effects of conceptual and numeric mappings on interpreting colormap data visualizationsAlexis Soto, Melissa A. Schoenlein, Karen B. SchlossArticle
2023Multi-task representation learning for pure exploration in bilinear banditsSubhojyoti Mukherjee, Qiaomin Xie, Josiah P. Hanna, Robert D NowakPreprint
2023Multi-trait analysis of gene-by-environment interactions in large-scale genetic studiesLan Luo, Devan V Mehrotra, Judong Shen, Zheng-Zheng TangArticle
2023Neointima abating and endothelium preserving - An adventitia-localized nanoformulation to inhibit the epigenetic writer DOT1LTakuro Shirasu, Nisakorn Yodsanit, Jing Li, Yitao Huang, Xiujie Xie, Runze Tang, Qingwei Wang, Mengxue Zhang, Go Urabe, Amy Webb, Yuyuan Wang, Xiuxiu Wang, Ruosen Xie, Bowen Wang, K. Craig Kent, Shaoqin Gong, Lian-Wang GuoArticle
2023Non-synaptic function of the autism spectrum disorder-associated gene SYNGAP1 in cortical neurogenesisMarcella Birtele, Ashley Del Dosso, Tiantian Xu, Tuan Nguyen, Brent Wilkinson, Negar Hosseini, Sarah Nguyen, Jean-Paul Urenda, Gavin Knight, Camilo Rojas, Ilse Flores, Alexander Atamian, Roger Moore, Ritin Sharma, Patrick Pirrotte, Randolph S. Ashton, Eric J. Huang, Gavin Rumbaugh, Marcelo P. Coba & Giorgia QuadratoArticle
2023Non-viral approaches for gene therapy and therapeutic genome editing across the blood-brain barrierRuosen Xie, Yuyuan Wang, Jacobus C. Burger, Dongdong Li, Min Zhu & Shaoqin GongArticle
2023Nonviral base editing of KCNJ13 mutation preserves vision in a model of inherited retinal channelopathyMeha Kabra, Pawan K. Shahi, Yuyuan Wang, Divya Sinha, Allison Spillane, Gregory A. Newby, Shivani Saxena, Yao Tong, Yu Chang, Amr A. Abdeen, Kimberly L. Edwards, Cole O. Theisen, David R. Liu, David M. Gamm, Shaoqin Gong, Krishanu Saha, Bikash R. PattnaikArticle
2023On optimal bases for multiscale PDEs and Bayesian homogenizationShi Chen, Zhiyan Ding, Qin Li, Stephen J. WrightPreprint
2023On penalty methods for nonconvex bilevel optimization and first-order stochastic approximationJeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert NowakPreprint
2023On squared-variable formulationsLijun Ding, Stephen J. WrightPreprint
2023On the complexity of separating cutting planes for the knapsack polytopeAlberto Del Pia, Jeff Linderoth, Haoran ZhuArticle
2023Operator inference for non-intrusive model reduction with quadratic manifoldsRudy Geelen, Stephen Wright, Karen WillcoxArticle
2023Optimally teaching a linear behavior cloning agentShubham Kumar Bharti, Stephen Wright, Adish Singla, Xiaojin ZhuPreprint
2023Plant-specific histone deacetylases associate with ARGONAUTE4 to promote heterochromatin stabilization and plant heat toleranceFangfang Yang, Yingnan Sun, Xiaoxuan Du, Zhaohui Chu, Xuehua Zhong, Xiangsong ChenArticle
2023Protein restriction slows the development and progression of Alzheimer's disease in miceReji Babygirija, Michelle M Sonsalla, Jessica H Han, Isabella James, Cara L Green, Mariah F Calubag, Jericha Mill, Gina Wade, Anna Tobon, John Michael, Michaela M Trautman, Ryan Matoska, Chung-Yang Yeh, Isaac Grunow, Heidi H Pak, Michael J Rigby, John M Denu, Luigi Puglielli, Judith Simcox, Dudley W LammingPreprint
2023Red and blue states: dichotomized maps mislead and reduce perceived voting influenceRémy A. Furrer, Karen Schloss, Gary Lupyan, Paula M. Niedenthal, Adrienne WoodArticle
2023Robust second-order nonconvex optimization and its application to low rank matrix sensingShuyao Li, Yu Cheng, Ilias Diakonikolas, Jelena Diakonikolas, Rong Ge, Stephen WrightProceeding
2023Searching for heritability in prebiotically realistic membrane-bound systemsTymofii Sokolskyi, Pavani Ganju, Ronan Montgomery-Taylor, David A. BaumPreprint
2023Silica nanocapsules as a nonviral delivery platform for iPSC-RPEDivya Sinha; Yao Tong; Maria A Fernandez Zepeda; Giovanni Hanstad; Emma C Nelson; Cole O Theisen; Shaoqin Gong; David M GammOther
2023Simple odd B-cycle inequalities for binary polynomial optimizationAlberto Del Pia, Matthias WalterArticle
2023Simulating opinion dynamics with networks of LLM-based agentsYun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. RogersPreprint
2023SPEED: Experimental design for policy evaluation in linear heteroscedastic banditsSubhojyoti Mukherjee, Qiaomin Xie, Josiah Hanna, Robert NowakPreprint
2023Striatonigral distribution of a fluorescent reporter following intracerebral delivery of genome editorsSamuel S. Neuman, Jeanette M. Metzger, Viktoriya Bondarenko, Yuyuan Wang, Jesi Felton, Jon E. Levine, Krishanu Saha, Shaoqin Gong, Marina E. EmborgArticle
2023Substrates and cyclic peptide inhibitors of the oligonucleotide-activated sirtuin 7Julie E. Bolding, Alexander L. Nielsen, Iben Jensen, Tobias N. Hansen, Line A. Ryberg, Samuel T. Jameson, Pernille Harris, Günther H. J. Peters, John M. Denu, Joseph M. Rogers, Christian A. OlsenArticle
2023Targeted PERK inhibition with biomimetic nanoclusters confers preventative and interventional benefits to elastase-induced abdominal aortic aneurysmsNisakorn Yodsanit, Takuro Shirasu, Yitao Huang, Li Yin, Zain Husain Islam, Alexander Christopher Gregg, Alessandra Marie Riccio, Runze Tang, Eric William Kent, Yuyuan Wang, Ruosen Xie, Yi Zhao, Mingzhou Ye, Jingcheng Zhu, Yi Huang, Nicholas Hoyt, Mengxue Zhang, John A. Hossack, Morgan Salmon, K. Craig Kent, Lian-Wang Guo, Shaoqin Gong, Bowen Wang Article
2023The benefits of utilizing augmented reality as a tool for assessmentsKevin Ponto, Hande Deniz, Ross Tredinnick, Bilgehan Cagiltay, Rachael Shields, Bruce Sprecher, Beth Fields, Jung-Hye ShinProceeding
2023The citrate transporters SLC13A5 and SLC25A1 elicit different metabolic responses and phenotypes in the mouseGonzalo Fernandez-Fuente, Katherine A. Overmyer, Alexis J. Lawton, Ildiko Kasza, Samantha L. Shapiro, Patricia Gallego-Muñoz, Joshua J. Coon, John M. Denu, Caroline M. Alexander, Luigi PuglielliArticle
2023The ecology-evolution continuum and the origin of lifeDavid A. Baum, Zhen Peng, Emily Dolson, Eric Smith, Alex M. Plum, Praful GagraniArticle
2023The effect of the pediatric upper respiratory tract fungal microbiome on the risk of childhood asthmaC. Rosas-Salazar, B. Strickland, M.H. Shilts, H.H. Boone, K.N. Turi, S.S. Rajagopala, S. Ma, T. Gebretsadik, Q. Hong, Z. Tang, L.J. Anderson, R.S. Peebles, T.V. Hartert, S.R. DasProceeding
2023The pseudo-Boolean polytope and polynomial-size extended formulations for binary polynomial optimizationAlberto Del Pia, Aida KhajaviradPreprint
2023The role of abiotic parameters in the promotion of egalitarian major evolutionary transitionsMax Foreback, Sydney Leither, David A. Baum, Emily DolsonProceeding
2023The usability and acceptability of the augmented reality home assessment tool (ARHAT)Beth Fields, Zachary Skrove, Ross Tredinnick, Bryce Sprecher, Jenny Lee, Rachael Shields, Kevin Ponto, Jung-hye ShinArticle
2023Transfer learning of machine learning models for multi-objective process optimization of a transferred mold to ensure efficient and robust injection molding of high surface quality partsJinsu Gim, Huaguang Yang, Lih-Sheng TurngArticle
2023Trichostatin A for efficient CRISPR-Cas9 gene editing of human pluripotent stem cellsKaivalya Molugu, Namita Khajanchi, Cicera R. Lazzarotto, Shengdar Q. Tsai, Krishanu SahaArticle
2023Unsupervised learning of phylogenetic trees via split-weight embeddingYibo Kong, George P. Tiley, Claudia Solís-LemusPreprint
2023Utilizing AR as a tool for assessing Accessibility in the homeKevin Ponto, Ross Tredinnick, Rachael Shields, Beth Fields, Jung-hye ShinProceeding
2023Vector-valued variation spaces and width bounds for DNNs: Insights on weight decay regularizationJoseph Shenouda, Rahul Parhi, Kangwook Lee, Robert D. NowakPreprint
2023Visualizing grassmannians via poincare embeddingsHuanran Li, Daniel Pimentel-AlarcónProceeding
2023Waddle: Developing empathy for Adélie penguins by direct embodiment in virtual realityDavid J. Gagnon, Kevin Ponto, Monae Verbeke, Mitchell Nathan, Kaldan Kopp & Ross Tredinnick Article
2023Waddle: using virtual penguin embodiment as a vehicle for empathy and informal learningKevin Ponto, Ross Tredinnick, Monae Verbeke, Kaldan Kopp, Luke Swanson, David GagnonProceeding
2023Weighted variation spaces and approximation by shallow ReLU networksRonald DeVore, Robert D. Nowak, Rahul Parhi, Jonathan W. SiegelPreprint
2023Yours and ours: Individual and group differences in semantic organization from triplet judgements of facesIvette Y. Colon, Timothy T. RogersProceeding