From Network Reliability to the Ising Model: A Parallel Scheme for Estimating the Joint Density of States. - Yihui Ren 001; Stephen G. Eubank; Madhurima Nath (CoRR, 2016)

Hybrid Agent-based modeling of Zika in the united states. - Chris J. Kuhlman; Yihui Ren 001; Bryan L. Lewis; James Schlitt (WSC, 2017)

Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. - Yihui Ren 001; Vanessa Cedeno-Mieles; Zhihao Hu; Xinwei Deng; Abhijin Adiga; Christopher L. Barrett; Saliya Ekanayake; Brian J. Goode; Gizem Korkmaz; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; et al. (ASONAM, 2018)

An Approach to Structural Analysis Using Moore-Shannon Network Reliability. - Madhurima Nath; Yihui Ren 001; Stephen G. Eubank (COMPLEX NETWORKS (1), 2018)

Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. - Vanessa Cedeno-Mieles; Yihui Ren 001; Saliya Ekanayake; Brian J. Goode; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; Henning S. Mortveit; Zhihao Hu; Xinwei Deng; Naren Ramakrishnan; Parang Saraf; et al. (WSC, 2018)

Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. - Vanessa Cedeno-Mieles; Zhihao Hu; Xinwei Deng; Yihui Ren 001; Abhijin Adiga; Christopher L. Barrett; Saliya Ekanayake; Gizem Korkmaz; Chris J. Kuhlman; Dustin Machi; Madhav V. Marathe; S. S. Ravi; et al. (ASONAM, 2019)

Performance Analysis of Deep Learning Workloads on Leading-edge Systems. - Yihui Ren 001; Shinjae Yoo; Adolfy Hoisie (PMBS@SC, 2019)

On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. - Zhihao Hu; Dustin Machi; Madhav V. Marathe; S. S. Ravi; Yihui Ren 001; Vanessa Cedeno-Mieles; Saliya Ekanayake; Xinwei Deng; Brian J. Goode; Naren Ramakrishnan; Parang Saraf; Nathan Self; et al. (WSC, 2019)

3D distributed deep learning framework for prediction of human intelligence from brain MRI. - Seungwook Han; Yan Zhang; Yihui Ren 001; Jonathan Posner; Shinjae Yoo; Jiook Cha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. - Vanessa Cedeno-Mieles; Zhihao Hu; Yihui Ren 001; Xinwei Deng; Abhijin Adiga; Christopher L. Barrett; Noshir Contractor; Saliya Ekanayake; Joshua M. Epstein; Brian J. Goode; Gizem Korkmaz; Chris J. Kuhlman; et al. (Soc. Netw. Anal. Min., 2020)

Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder. - Yi Huang 019; Yihui Ren 001; Shinjae Yoo; Jin Huang (ICMLA, 2021)

Feature Importance in a Deep Learning Climate Emulator. - Wei Xu 020; Xihaier Luo; Yihui Ren 001; Ji Hwan Park; Shinjae Yoo; Balasubramanya T. Nadiga (CoRR, 2021)

Design and Challenges of Edge Computing ASICs on Front-End Electronics. - Sandeep Miryala; Gabriella Carini; Grzegorz Deptuch; Jin Huang; Srinivas Katkoori; Piotr Maj; Soumyajit Mandal; Yihui Ren 001; Md. Adnan Zaman (ISQED, 2022)

Peak Prediction Using Multi Layer Perceptron (MLP) for Edge Computing ASICs Targeting Scientific Applications. - Sandeep Miryala; Md. Adnan Zaman; Sandeep Mittal; Yihui Ren 001; Grzegorz Deptuch; Gabriella Carini; Sioan Zohar; Shinjae Yoo; Jack Fried; Jin Huang; Srinivas Katkoori (ISQED, 2022)

A Bayesian Deep Learning Approach to Near-Term Climate Prediction. - Xihaier Luo; Balasubramanya T. Nadiga; Yihui Ren 001; Ji Hwan Park; Wei Xu 020; Shinjae Yoo (CoRR, 2022)

Perturbative methods for mostly monotonic probabilistic satisfiability problems. - Stephen G. Eubank; Madhurima Nath; Yihui Ren 001; Abhijin Adiga (CoRR, 2022)

Transferable Graph Neural Fingerprint Models for Quick Response to Future Bio-Threats. - Wei Chen 043; Yihui Ren 001; Ai Kagawa; Matthew R. Carbone; Samuel Yen-Chi Chen; Xiaohui Qu; Shinjae Yoo; Austin Clyde; Arvind Ramanathan; Rick L. Stevens; Hubertus Van Dam; Deyu Lu (ICMLA, 2023)

Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data. - Yi Huang 019; Yihui Ren 001; Shinjae Yoo; Jin Huang (SC Workshops, 2023)

UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation. - Dmitrii Torbunov; Yi Huang 019; Haiwang Yu; Jin Huang; Shinjae Yoo; Meifeng Lin; Brett Viren; Yihui Ren 001 (WACV, 2023)

Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation. - Dmitrii Torbunov; Yi Huang 019; Huan-Hsin Tseng; Haiwang Yu; Jin Huang; Shinjae Yoo; Meifeng Lin; Brett Viren; Yihui Ren 001 (CoRR, 2023)

Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models. - Yi Huang 019; Dmitrii Torbunov; Brett Viren; Haiwang Yu; Jin Huang; Meifeng Lin; Yihui Ren 001 (CoRR, 2023)

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies. - Shuaiwen Leon Song; Bonnie Kruft; Minjia Zhang; Conglong Li; Shiyang Chen 004; Chengming Zhang 006; Masahiro Tanaka; Xiaoxia Wu; Jeff Rasley; Ammar Ahmad Awan; Connor Holmes; Martin Cai; et al. (CoRR, 2023)

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group. - Yi Huang 019; Yihui Ren 001; Jin Huang (Zenodo, 2023)

Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks. - Xihaier Luo; Wei Xu 020; Balu Nadiga; Yihui Ren 001; Shinjae Yoo (ICLR, 2024)

AI Surrogate Model for Distributed Computing Workloads. - David Keetae Park; Yihui Ren 001; Ozgur O. Kilic; Tatiana Korchuganova; Sairam Sri Vatsavai; Joseph Boudreau; Tasnuva Chowdhury; Shengyu Feng; Raees Khan; Jaehyung Kim 001; Scott Klasky; Tadashi Maeno; et al. (SC Workshops, 2024)

Analyzing and Mitigating Circuit Aging Effects in Deep Learning Accelerators. - Sanjay Das; Shamik Kundu; Anand Menon; Yihui Ren 001; Shubha R. Kharel; Kanad Basu (VTS, 2024)

Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction. - Wei Xu 020; Derek Freeman DeSantis; Xihaier Luo; Avish Parmar; Klaus Tan; Balu Nadiga; Yihui Ren 001; Shinjae Yoo (CoRR, 2024)

Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence. - Shubha R. Kharel; Prashansa Mukim; Piotr Maj; Grzegorz W. Deptuch; Shinjae Yoo; Yihui Ren 001; Soumyajit Mandal (CoRR, 2024)

Mitigating Parameter Degeneracy using Joint Conditional Diffusion Model for WECC Composite Load Model in Power Systems. - Feiqin Zhu; Dmitrii Torbunov; Yihui Ren 001; Zhongjing Jiang; Tianqiao Zhao; Amirthagunaraj Yogarathnam; Meng Yue (CoRR, 2024)

Variable Rate Neural Compression for Sparse Detector Data. - Yi Huang 019; Yeonju Go; Jin Huang; Shuhang Li; Xihaier Luo; Thomas Marshall; Joseph D. Osborn; Christopher Pinkenburg; Yihui Ren 001; Evgeny Shulga; Shinjae Yoo; Byung-Jun Yoon (CoRR, 2024)

Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling. - Xihaier Luo; Samuel Lurvey; Yi Huang 019; Yihui Ren 001; Jin Huang; Byung-Jun Yoon (CoRR, 2024)

EvRT-DETR: The Surprising Effectiveness of DETR-based Detection for Event Cameras. - Dmitrii Torbunov; Yihui Ren 001; Animesh Ghose; Odera Dim; Yonggang Cui (CoRR, 2024)

Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses. - Yi Huang 019; Dmitrii Torbunov; Brett Viren; Haiwang Yu; Jin Huang; Meifeng Lin; Yihui Ren 001 (Mach. Learn. Sci. Technol., 2024)

Simulated sPHENIX Time-Projection Chamber (TPC) Data in Central Au-Au Collisions at sqrt[s] = 200 GeV, outer layer group. - Yi Huang 019; Yihui Ren 001; Jin Huang (Zenodo, 2024)

Alternative Mixed Integer Linear Programming Optimization for Joint Job Scheduling and Data Allocation in Grid Computing. - Shengyu Feng; Jaehyung Kim 001; Yiming Yang; Joseph Boudreau; Tasnuva Chowdhury; Adolfy Hoisie; Raees Khan; Ozgur O. Kilic; Scott Klasky; Tatiana Korchuganova; Paul Nilsson; Verena Ingrid Martinez Outschoorn; et al. (CoRR, 2025)

Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting. - Guang Zhao; Xihaier Luo; Seungjun Lee; Yihui Ren 001; Shinjae Yoo; Luke Van Roekel; Balu Nadiga; Sri Hari Krishna Narayanan; Yixuan Sun; Wei Xu 020 (CoRR, 2025)

Towards an Introspective Dynamic Model of Globally Distributed Computing Infrastructures. - Ozgur O. Kilic; David Keetae Park; Yihui Ren 001; Tatiana Korchuganova; Sairam Sri Vatsavai; Joseph Boudreau; Tasnuva Chowdhury; Shengyu Feng; Raees Khan; Jaehyung Kim 001; Scott Klasky; Tadashi Maeno; et al. (CoRR, 2025)

FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics. - David Keetae Park; Shuhang Li; Yi Huang 019; Xihaier Luo; Haiwang Yu; Yeonju Go; Christopher Pinkenburg; Yuewei Lin; Shinjae Yoo; Joseph D. Osborn; Jin Huang; Yihui Ren 001 (CoRR, 2025)