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Anima Anandkumar

california institute of technology

57H-index
453Paper Count
1.7WCitation Count
Published Papers 30
Publication Date
Principled approaches for extending neural architectures to function spaces for operator learning
err2026-07-03
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errOAAI
errJulius Berner; Miguel Liu-Schiaffini; Jean Kossaifi; Valentin Duruisseaux; Boris Bonev; Kamyar Azizzadenesheli; Anima Anandkumar
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Sequence-based generative AI design of versatile tryptophan synthases
err2026-01-14
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errOAAI
errThéophile Lambert; Amin Tavakoli; Gautham Dharuman; Jason Yang; Vignesh Bhethanabotla; Sukhvinder Kaur; Matthew Hill; Arvind Ramanathan; Anima Anandkumar; Frances H. Arnold
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A multi-grained symmetric differential equation model for learning protein-ligand binding dynamics
err2025-12-30
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errOAAI
errShengchao Liu; Weitao Du; Hannan Xu; Yanjing Li; Zhuoxinran Li; Vignesh Bhethanabotla; Divin Yan; Christian Borgs; Anima Anandkumar; Hongyu Guo; Jennifer Chayes
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GPU-accelerated Effective Hamiltonian Calculator
errQuantum
IF5.4
err2025-12-15
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PREAI
errChakraborty, Abhishek; Patti, Taylor L.; Khailany, Brucek; Jordan, Andrew N.; Anandkumar, Anima
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Accelerating Porous Media Flow Simulations With Fourier Neural Operators: An Application to Geologic Storage of CO2
err2025-09-01
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PREAI
errChandra, Anirban; Koch, Marius; Pawar, Suraj; Panda, Aniruddha; Azizzadenesheli, Kamyar; Snippe, Jeroen; Alpak, Faruk O.; Hariri, Farah; Etienam, Clement; Devarakota, Pandu; Anandkumar, Anima; Hohl, Detlef
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Human AI collaboration for unsupervised categorization of live surgical feedback
err2024-12-20
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errOAAI
errKocielnik, Rafal; Yang, Cherine H.; Ma, Runzhuo; Cen, Steven Y.; Wong, Elyssa Y.; Chu, Timothy N.; Knudsen, J. Everett; Wager, Peter; Heard, John; Ghaffar, Umar; Anandkumar, Anima; Hung, Andrew J.
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Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control
err2024-09-01
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errOAAI
errFeng, Jie; Shi, Yuanyuan; Qu, Guannan; Low, Steven H.; Anandkumar, Anima; Wierman, Adam
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Near-term distributed quantum computation using mean-field corrections and auxiliary qubits
err2024-05-03
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errOAAI
errGomez, Abigail McClain; Patti, Taylor L.; Anandkumar, Anima; Yelin, Susanne F.
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Plasma surrogate modelling using Fourier neural operators
err2024-04-09
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errOAAI
errGopakumar, Vignesh; Pamela, Stanislas; Zanisi, Lorenzo; Li, Zongyi; Gray, Ander; Brennand, Daniel; Bhatia, Nitesh; Stathopoulos, Gregory; Kusner, Matt; Peter Deisenroth, Marc; Anandkumar, Anima
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AI-aided geometric design of anti-infection catheters
err2024-01-05
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errOAAI
errZhou, Tingtao; Wan, Xuan; Huang, Daniel Zhengyu; Li, Zongyi; Peng, Zhiwei; Anandkumar, Anima; Brady, John F.; Sternberg, Paul W.; Daraio, Chiara
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Shaping the Water-Harvesting Behavior of Metal-Organic Frameworks Aided by Fine-Tuned GPT Models
err2023-12-13
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errOAAI
errZheng, Zhiling; Alawadhi, Ali H.; Chheda, Saumil; Neumann, S. Ephraim; Rampal, Nakul; Liu, Shengchao; Nguyen, Ha L.; Lin, Yen-hsu; Rong, Zichao; Siepmann, J. Ilja; Gagliardi, Laura; Anandkumar, Anima; Borgs, Christian; Chayes, Jennifer T.; Yaghi, Omar M.
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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics
err2023-10-27
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errOAAI
errZvyagin, Maxim; Brace, Alexander; Hippe, Kyle; Deng, Yuntian; Zhang, Bin; Bohorquez, Cindy Orozco; Clyde, Austin; Kale, Bharat; Perez-Rivera, Danilo; Ma, Heng; Mann, Carla M.; Irvin, Michael; Ozgulbas, Defne G.; Vassilieva, Natalia; Pauloski, James Gregory; Ward, Logan; Hayot-Sasson, Valerie; Emani, Murali; Foreman, Sam; Xie, Zhen; Lin, Diangen; Shukla, Maulik; Nie, Weili; Romero, Josh; Dallago, Christian; Vahdat, Arash; Xiao, Chaowei; Gibbs, Thomas; Foster, Ian; Davis, James J.; Papka, Michael E.; Brettin, Thomas; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Ramanathan, Arvind
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Action-conditional implicit visual dynamics for deformable object manipulation
err2023-07-28
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PREAI
errShen, Bokui; Jiang, Zhenyu; Choy, Christopher; Savarese, Silvio; Guibas, Leonidas J. J.; Anandkumar, Anima; Zhu, Yuke
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AI-enabled multiscale modeling of SARS-CoV-2 replication transcription complex
err2023-01-01
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errOAAI
errArvind, Ramanathan; Trifan, Anda; Ozgulbas, Defne; Brace, Alexander; Hippe, Kyle; Anandkumar, Anima; Harris, Sarah; Tajkhorshid, Emad; Stone, John
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Real-time high-resolution CO2 geological storage prediction using nested Fourier neural operators
err2023-01-01
err36
errOAAI
errWen, Gege; Li, Zongyi; Long, Qirui; Azizzadenesheli, Kamyar; Anandkumar, Anima; Benson, Sally M.
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Using Real-time Feedback To Improve Surgical Performance on a Robotic Tissue Dissection Task
err2022-12-01
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errOAAI
errLaca, Jasper A.; Kocielnik, Rafal; Nguyen, Jessica H.; You, Jonathan; Tsang, Ryan; Wong, Elyssa Y.; Shtulman, Andrew; Anandkumar, Anima; Hung, Andrew J.
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LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update
err2022-12-01
err4
errOAAI
errZhao, Jiawei; Dai, Steve; Venkatesan, Rangharajan; Zimmer, Brian; Ali, Mustafa; Liu, Ming-Yu; Khailany, Brucek; Dally, William J. J.; Anandkumar, Anima
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#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol
err2022-10-02
err36
errOAAI
errDommer, Abigail; Casalino, Lorenzo; Kearns, Fiona; Rosenfeld, Mia; Wauer, Nicholas; Ahn, Surl-Hee; Russo, John; Oliveira, Sofia; Morris, Clare; Bogetti, Anthony; Trifan, Anda; Brace, Alexander; Sztain, Terra; Clyde, Austin; Ma, Heng; Chennubhotla, Chakra; Lee, Hyungro; Turilli, Matteo; Khalid, Syma; Tamayo-Mendoza, Teresa; Welborn, Matthew; Christensen, Anders; Smith, Daniel Ga; Qiao, Zhuoran; Sirumalla, Sai K.; O'Connor, Michael; Manby, Frederick; Anandkumar, Anima; Hardy, David; Phillips, James; Stern, Abraham; Romero, Josh; Clark, David; Dorrell, Mitchell; Maiden, Tom; Huang, Lei; McCalpin, John; Woods, Christopher; Gray, Alan; Williams, Matt; Barker, Bryan; Rajapaksha, Harinda; Pitts, Richard; Gibbs, Tom; Stone, John; Zuckerman, Daniel M.; Mulholland, Adrian J.; Miller, Thomas, III; Jha, Shantenu; Ramanathan, Arvind; Chong, Lillian; Amaro, Rommie E.
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Variational quantum optimization with multibasis encodings
err2022-08-22
err7
errOAAI
errPatti, Taylor L.; Kossaifi, Jean; Anandkumar, Anima; Yelin, Susanne F.
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Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action
err2022-08-05
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errOAAI
errTrifan, Anda; Gorgun, Defne; Salim, Michael; Li, Zongyi; Brace, Alexander; Zvyagin, Maxim; Ma, Heng; Clyde, Austin; Clark, David; Hardy, David J.; Burnley, Tom; Huang, Lei; McCalpin, John; Emani, Murali; Yoo, Hyenseung; Yin, Junqi; Tsaris, Aristeidis; Subbiah, Vishal; Raza, Tanveer; Liu, Jessica; Trebesch, Noah; Wells, Geoffrey; Mysore, Venkatesh; Gibbs, Thomas; Phillips, James; Chennubhotla, S. Chakra; Foster, Ian; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Stone, John E.; Tajkhorshid, Emad; Harris, Sarah A.; Ramanathan, Arvind
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