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ORCIDNature Computational Science, Volume 5
Volume 5, Number 1, January 2025
- Boosting AI with neuromorphic computing. 1-2
- Alyssa April Dellow
, Fatimah Abdul Razak:
Bridging generations and cultures in mathematics and computer science. 3-4 - Anand Subramoney:
Efficient large language model with analog in-memory computing. 5-6 - Damien Querlioz:
Memristors enabling probabilistic AI at the edge. 7-8 - Germans Savcisens:
Large language models act as if they are part of a group. 9-10 - Energy-efficient multimodal zero-shot learning using in-memory reservoir computing. 11-12
- Julian Büchel, Athanasios Vasilopoulos, William Andrew Simon, Irem Boybat, Hsinyu Tsai, Geoffrey W. Burr, Hernan Castro, Bill Filipiak, Manuel Le Gallo, Abbas Rahimi, Vijay Narayanan, Abu Sebastian:
Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing. 13-26 - Yudeng Lin, Bin Gao, Jianshi Tang, Qingtian Zhang, He Qian, Huaqiang Wu:
Deep Bayesian active learning using in-memory computing hardware. 27-36 - Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xinyuan Zhang, Kwunhang Wong, Songqi Wang, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Ming Liu:
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. 37-47 - Filip Milisav, Vincent Bazinet, Richard F. Betzel, Bratislav Misic:
A simulated annealing algorithm for randomizing weighted networks. 48-64 - Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden, Jon Roozenbeek:
Generative language models exhibit social identity biases. 65-75 - Emmet A. Francis, Justin G. Laughlin, Jørgen S. Dokken, Henrik Nicolay Topnes Finsberg, Christopher T. Lee, Marie E. Rognes, Padmini Rangamani:
Spatial modeling algorithms for reactions and transport in biological cells. 76-89
Volume 5, Number 2, February 2025
- Based on the science, diversity matters. 91
- Xiaozhao Liu, Bin Ouyang, Yan Zeng:
Balancing autonomy and expertise in autonomous synthesis laboratories. 92-94 - Johann Christian Schön:
Enhancing synthesis prediction via machine learning. 95-96 - Ryan M. Layer:
Biologically inspired graphs to explore massive genetic datasets. 97-98 - Shedding light on spatial signal transduction in cells using computational simulations. 99-100
- MultiSTAAR delivers multi-trait rare variant analysis of biobank-scale sequencing data. 101-102
- A new tool for shape and structure optimization of soft materials. 103-104
- Muratahan Aykol, Amil Merchant, Simon L. Batzner, Jennifer N. Wei, Ekin Dogus Cubuk:
Predicting emergence of crystals from amorphous precursors with deep learning potentials. 105-111 - Drew DeHaas, Ziqing Pan, Xinzhu Wei:
Enabling efficient analysis of biobank-scale data with genotype representation graphs. 112-124 - Xihao Li, Han Chen, Margaret Sunitha Selvaraj, Eric Van Buren, Hufeng Zhou, Yuxuan Wang, Ryan Sun, Zachary R. McCaw, Zhi Yu, Min-Zhi Jiang, Daniel DiCorpo, Sheila M. Gaynor, Rounak Dey, Donna K. Arnett, Emelia J. Benjamin, Joshua C. Bis, John Blangero, Eric Boerwinkle, Donald W. Bowden, Jennifer A. Brody, Brian E. Cade, April P. Carson, Jenna C. Carlson, Nathalie Chami, Yii-Der Ida Chen, Joanne E. Curran, Paul S. de Vries, Myriam Fornage, Nora Franceschini, Barry I. Freedman, Charles Gu, Nancy L. Heard-Costa, Jiang He, Lifang Hou, Yi-Jen Hung, Marguerite R. Irvin, Robert C. Kaplan, Sharon L. R. Kardia, Tanika N. Kelly, Iain R. Konigsberg, Charles L. Kooperberg, Brian G. Kral, Changwei Li, Yun Li, Honghuang Lin, Ching-Ti Liu, Ruth J. F. Loos, Michael C. Mahaney, Lisa W. Martin, Rasika A. Mathias, Braxton D. Mitchell, May E. Montasser, Alanna C. Morrison, Take Naseri, Kari E. North, Nicholette D. Palmer, Patricia A. Peyser, Bruce M. Psaty, Susan Redline, Alexander P. Reiner, Stephen S. Rich, Colleen M. Sitlani, Jennifer A. Smith, Kent D. Taylor, Hemant K. Tiwari, Ramachandran S. Vasan, Satupa'itea Viali, Zhe Wang, Jennifer Wessel, Lisa R. Yanek, Bing Yu, Namiko Abe, Gonçalo R. Abecasis, François Aguet, Christine M. Albert, Laura Almasy, Alvaro Alonso, Seth A. Ament, Peter Anderson, Pramod Anugu, Deborah Applebaum-Bowden, Kristin G. Ardlie, Dan E. Arking, Allison Ashley-Koch, Stella Aslibekyan, Themistocles L. Assimes, Dimitrios Avramopoulos, Najib Ayas, Adithya Balasubramanian, John Barnard, Kathleen C. Barnes, R. Graham Barr, Emily Barron-Casella, Lucas Barwick, Terri H. Beaty, Gerald Beck, Diane Becker, Lewis Becker, Rebecca Beer, Amber Beitelshees, Takis Benos, Marcos Bezerra, Larry Bielak, Thomas W. Blackwell, Nathan Blue, Russell Bowler, Ulrich Broeckel, Jai G. Broome, Deborah Brown, Karen A. Bunting, Esteban Gonzàlez Burchard, Carlos Bustamante, Erin Buth, Jonathan Cardwell, Vincent J. Carey, Julie Carrier, Cara L. Carty, Richard Casaburi, Juan P. Casas Romero, James F. Casella, Peter J. Castaldi, Mark Chaffin, Christy Chang, Yi-Cheng Chang, Daniel Chasman, Sameer Chavan, Bo-Juen Chen, Wei-Min Chen, Michael H. Cho, Seung Hoan Choi, Lee-Ming Chuang, Mina K. Chung, Ren-Hua Chung, Clary Clish, Suzy Comhair, Matthew P. Conomos, Elaine Cornell, Adolfo Correa, Carolyn Crandall, James D. Crapo, L. Adrienne Cupples, Jeffrey Curtis, Brian Custer, Coleen Damcott, Dawood Darbar, Sean David, Colleen Davis, Michelle Daya, Michael R. DeBaun, Dawn L. DeMeo, Ranjan Deka, Scott Devine, Huyen Dinh, Harsha Doddapaneni, Qing Duan, Shannon Dugan-Perez, Ravi Duggirala, Jon Peter Durda, Susan K. Dutcher, Charles B. Eaton, Lynette Ekunwe, Adel El Boueiz, Patrick T. Ellinor, Leslie Emery, Serpil Erzurum, Charles R. Farber, Jesse Farek, Tasha Fingerlin, Matthew Flickinger, Chris Frazar, Mao Fu, Stephanie M. Fullerton, Lucinda Fulton, Stacey Gabriel, Weiniu Gan, Shanshan Gao, Yan Gao, Margery Gass, Heather Geiger, Bruce D. Gelb, Mark W. Geraci, Soren Germer, Robert E. Gerszten, Auyon Ghosh, Richard A. Gibbs, Christopher Gignoux, Mark Gladwin, David C. Glahn, Stephanie M. Gogarten, Da-Wei Gong, Harald H. Göring, Sharon Graw, Kathryn J. Gray, Daniel Grine, Colin Gross, Yue Guan, Xiuqing Guo, Namrata Gupta, Jeffrey Haessler, Michael Hall, Yi Han, Patrick Hanly, Daniel Harris, Nicola L. Hawley, Benjamin D. Heavner, Susan R. Heckbert, Ryan D. Hernandez, David M. Herrington, Craig P. Hersh, Bertha Hidalgo, James E. Hixson, Brian Hobbs, John E. Hokanson, Elliott Hong, Karin Hoth, Chao Agnes Hsiung, Jianhong Hu, Haley Huston, Chii Min Hwu, Rebecca Jackson, Deepti Jain, Cashell Jaquish, Jill Johnsen, Andrew Johnson, Craig Johnson, Rich Johnston, Kimberly Jones, Hyun Min Kang, Shannon Kelly, Eimear Kenny, Michael D. Kessler, Alyna Khan, Ziad Khan, Wonji Kim, John Kimoff, Greg Kinney, Barbara Konkle, Holly Kramer, Christoph Lange, Ethan M. Lange, Leslie Lange, Cathy C. Laurie, Cecelia A. Laurie, Meryl LeBoff, Jonathon LeFaive, Jiwon Lee, Sandra Lee, Wen-Jane Lee, David Levine, Daniel Levy, Joshua Lewis, Xiaohui Li, Henry Lin, Simin Liu, Yongmei Liu, Yu Liu, Steven A. Lubitz, Kathryn L. Lunetta, James Luo, Ulysses J. Magalang, Barry Make, Ani Manichaikul, JoAnn E. Manson, Melissa Marton, Susan Mathai, Susanne May, Patrick McArdle, Merry-Lynn McDonald, Sean McFarland, Stephen McGarvey, Daniel McGoldrick, Caitlin P. McHugh, Becky McNeil, Hao Mei, Vipin Menon, Luisa Mestroni, Ginger Metcalf, Deborah A. Meyers, Emmanuel Mignot, Julie Mikulla, Nancy Min, Mollie Minear, Ryan L. Minster, Matt Moll, Zeineen Momin, Courtney Montgomery, Donna Muzny, Josyf C. Mychaleckyj, Girish N. Nadkarni, Rakhi Naik, Sergei Nekhai, Sarah C. Nelson, Bonnie Neltner, Caitlin Nessner, Deborah A. Nickerson, Osuji Nkechinyere, Jeffrey R. O'Connell, Tim O'Connor, Heather Ochs-Balcom, Geoffrey Okwuonu, Allan Pack, David T. Paik, James S. Pankow, George J. Papanicolaou, Cora Parker, Juan Manuel Peralta, Marco Perez, James Perry, Ulrike Peters, Lawrence S. Phillips, Jacob Pleiness, Toni Pollin, Wendy Post, Julia Powers Becker, Meher Preethi Boorgula, Michael Preuss, Pankaj Qasba, Dandi Qiao, Zhaohui Qin, Nicholas Rafaels, Mahitha Rajendran, D. C. Rao, Laura Rasmussen-Torvik, Aakrosh Ratan, Robert Reed, Catherine Reeves, Elizabeth A. Regan, Muagututi'a Sefuiva Reupena, Rebecca Robillard, Nicolas Robine, Dan M. Roden, Carolina Roselli, Ingo Ruczinski, Alexi Runnels, Pamela H. Russell, Sarah Ruuska, Kathleen Ryan, Ester Cerdeira Sabino, Danish Saleheen, Shabnam Salimi, Sejal Salvi, Steven Salzberg, Kevin Sandow, Vijay G. Sankaran, Jireh Santibanez, Karen Schwander, David Schwartz, Frank C. Sciurba, Christine E. Seidman, Jonathan Seidman, Vivien Sheehan, Stephanie L. Sherman, Amol Shetty, Aniket Shetty, Wayne Hui-Heng Sheu, M. Benjamin Shoemaker, Brian Silver, Edwin K. Silverman, Robert Skomro, Albert Vernon Smith, Josh Smith, Nicholas Smith, Tanja Smith, Sylvia Smoller, Beverly M. Snively, Michael Snyder, Tamar Sofer, Nona Sotoodehnia, Adrienne M. Stilp, Garrett Storm, Elizabeth Streeten, Jessica Lasky-Su, Yun Ju Sung, Jody Sylvia, Adam Szpiro, Frédéric Sériès, Daniel Taliun, Hua Tang, Margaret Taub, Matthew Taylor, Simeon Taylor, Marilyn Telen, Timothy A. Thornton, Machiko Threlkeld, Lesley Tinker, David Tirschwell, Sarah Tishkoff, Catherine Tong, Russell Tracy, Michael Tsai, Dhananjay Vaidya, David J. Van Den Berg, Peter VandeHaar, Scott Vrieze, Tarik Walker, Robert Wallace, Avram Walts, Fei-Fei Wang, Heming Wang, Jiongming Wang, Karol E. Watson, Jennifer Watt, Daniel E. Weeks, Joshua Weinstock, Bruce Weir, Scott T. Weiss, Lu-Chen Weng, Cristen J. Willer, Kayleen Williams, L. Keoki Williams, Scott Williams, Carla Wilson, James Wilson, Lara Winterkorn, Quenna Wong, Baojun Wu, Joseph Wu, Huichun Xu, Ivana Yang, Ketian Yu, Seyedeh Maryam Zekavat, Yingze Zhang, Snow Xueyan Zhao, Wei Zhao, Xiaofeng Zhu, Elad Ziv, Michael C. Zody, Sebastian Zöllner, Mariza de Andrade, Lisa de las Fuentes, Josée Dupuis, James B. Meigs, Paul L. Auer, Laura M. Raffield, Alisa K. Manning, Kenneth M. Rice, Jerome I. Rotter, Gina M. Peloso, Pradeep Natarajan, Zilin Li, Zhonghua Liu, Xihong Lin:
A statistical framework for multi-trait rare variant analysis in large-scale whole-genome sequencing studies. 125-143 - Hao Tang, Brian Xiao, Wenhao He, Pero Subasic, Avetik R. Harutyunyan, Yao Wang, Fang Liu, Haowei Xu, Ju Li:
Approaching coupled-cluster accuracy for molecular electronic structures with multi-task learning. 144-154 - Antonino Greco, Markus Siegel:
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation. 155-169 - Chaitanya Joshi, Daniel Hellstein, Cole Wennerholm, Eoghan Downey, Emmett Hamilton, Samuel Hocking, Anca S. Andrei, James H. Adler, Timothy J. Atherton:
A programmable environment for shape optimization and shapeshifting problems. 170-183 - Hao Tang, Brian Xiao, Wenhao He, Pero Subasic, Avetik R. Harutyunyan, Yao Wang, Fang Liu, Haowei Xu, Ju Li:
Author Correction: Approaching coupled-cluster accuracy for molecular electronic structures with multi-task learning. 184 - Emmet A. Francis, Justin G. Laughlin, Jørgen S. Dokken, Henrik Nicolay Topnes Finsberg, Christopher T. Lee, Marie E. Rognes, Padmini Rangamani:
Author Correction: Spatial modeling algorithms for reactions and transport in biological cells. 185
Volume 5, Number 3, March 2025
- Celebrating a pioneer in bioinformatics. 187
- Jiani Yan, Charles Rahal:
On the unknowable limits to prediction. 188-190 - Michelle Badri:
An organelle-agnostic image analysis tool. 191 - Yanchao Wang:
Boosting crystal structure prediction via symmetry. 192-193 - Diversity-aware population modeling. 194-195
- Boming Kang, Rui Fan, Chunmei Cui, Qinghua Cui:
Comprehensive prediction and analysis of human protein essentiality based on a pretrained large language model. 196-206 - Dongxue Yan, Siqi Bao, Zicheng Zhang, Jie Sun, Meng Zhou:
Leveraging pharmacovigilance data to predict population-scale toxicity profiles of checkpoint inhibitor immunotherapy. 207-220 - Nicole Osayande, Justin Marotta, Shambhavi Aggarwal, Jakub Kopal, Avram J. Holmes, Sarah W. Yip, Danilo Bzdok:
Quantifying associations between socio-spatial factors and cognitive development in the ABCD cohort. 221-233 - Hao Li, Da Long, Li Yuan, Yu Wang, Yonghong Tian, Xinchang Wang, Fanyang Mo:
Decoupled peak property learning for efficient and interpretable electronic circular dichroism spectrum prediction. 234-244 - Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer, Shuna Ni, Jim Lua, Yue Yu:
Harnessing large language models for data-scarce learning of polymer properties. 245-254 - Yu Han, Chi Ding, Junjie Wang, Hao Gao, Jiuyang Shi, Shaobo Yu, Qiuhan Jia, Shuning Pan, Jian Sun:
Efficient crystal structure prediction based on the symmetry principle. 255-267
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