Willie Neiswanger - Publications, H-index & Citations

Willie Neiswanger

Georgia Institute of Technology

19H指数

119论文数

1.8K被引数

收录论文 9

发表时间

Active learning path-dependent properties using a cloud-based materials acceleration platform 利用云基材料加速平台主动学习路径依赖属性

Digital Discovery

IF5.6

2025-11-04

OAAI

Dan Guevarra; Michael J. Statt; Kostiantyn Popovich; Brian A. Rohr; John M. Gregoire; Kevin Tran; Santosh K. Suram; Joel A. Haber; Willie Neiswanger

Bayesian machine learning for inverse design of ultra-high-performance concrete 基于贝叶斯机器学习的超高性能混凝土逆向设计

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-09-25

PREAI

Childs, Christopher; Miller, Aaron; Neiswanger, Willie; Poczos, Barnabas; Stewart, Lauren; Kurtis, Kimberly; Washburn, Newell

Targeted materials discovery using Bayesian algorithm execution

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-07-18

OAAI

Chitturi, Sathya R.; Ramdas, Akash; Wu, Yue; Rohr, Brian; Ermon, Stefano; Dionne, Jennifer; da Jornada, Felipe H.; Dunne, Mike; Tassone, Christopher; Neiswanger, Willie; Ratner, Daniel

Automated experimental design of safe rampdowns via probabilistic machine learning

NUCLEAR FUSION

IF4

2024-02-23

OAAI

Mehta, Viraj; Barr, Jayson; Abbate, Joseph; Boyer, Mark D.; Char, Ian; Neiswanger, Willie; Kolemen, Egemen; Schneider, Jeff

Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-01-10

OAAI

Ayoub Miskovich, Sara; Neiswanger, Willie; Colocho, William; Emma, Claudio; Garrahan, Jacqueline; Maxwell, Timothy; Mayes, Christopher; Ermon, Stefano; Edelen, Auralee; Ratner, Daniel

Computational catalyst discovery: Active classification through myopic multiscale sampling

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2021-03-25

OAAI

Tran, Kevin; Neiswanger, Willie; Broderick, Kirby; Xing, Eric; Schneider, Jeff; Ulissi, Zachary W.

Methods for comparing uncertainty quantifications for material property predictions

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2020-05-18

136

OAAI

Tran, Kevin; Neiswanger, Willie; Yoon, Junwoong; Zhang, Qingyang; Xing, Eric; Ulissi, Zachary W.

Cutting Edge: Synapse Propensity of Human Memory CD8 T Cells Confers Competitive Advantage over Naive Counterparts

JOURNAL OF IMMUNOLOGY

IF3.4

2019-08-01

OAAI

Mayya, Viveka; Judokusumo, Edward; Abu-Shah, Enas; Neiswanger, Willie; Sachar, Chirag; Depoil, David; Kam, Lance C.; Dustin, Michael L.

Durable Interactions of T Cells with T Cell Receptor Stimuli in the Absence of a Stable Immunological Synapse

CELL REPORTS

IF6.9

2018-01-01

OAAI

Mayya, Viveka; Judokusumo, Edward; Abu Shah, Enas; Peel, Christopher G.; Neiswanger, Willie; Depoil, David; Blair, David A.; Wiggins, Chris H.; Kam, Lance C.; Dustin, Michael L.

研究方向