Loading…
Loading…
Challenges and opportunities in quantum machine learning
Cerezo, M, Verdon, Guillaume, Huang, Hsin-Yuan, Cincio, Lukasz, Coles, Patrick J
Published in Nature Computational Science (01.09.2022)
Published in Nature Computational Science (01.09.2022)
Get full text
Journal Article
Loading…
The power of quantum neural networks
Abbas, Amira, Sutter, David, Zoufal, Christa, Lucchi, Aurelien, Figalli, Alessio, Woerner, Stefan
Published in Nature Computational Science (01.06.2021)
Published in Nature Computational Science (01.06.2021)
Get full text
Journal Article
Loading…
Loading…
Opportunities for neuromorphic computing algorithms and applications
Schuman, Catherine D, Kulkarni, Shruti R, Parsa, Maryam, Mitchell, J Parker, Date, Prasanna, Kay, Bill
Published in Nature Computational Science (01.01.2022)
Published in Nature Computational Science (01.01.2022)
Get full text
Journal Article
Loading…
Human-like intuitive behavior and reasoning biases emerged in large language models but disappeared in ChatGPT
Hagendorff, Thilo, Fabi, Sarah, Kosinski, Michal
Published in Nature Computational Science (01.10.2023)
Published in Nature Computational Science (01.10.2023)
Get full text
Journal Article
Loading…
Deep-learning density functional theory Hamiltonian for efficient ab initio electronic-structure calculation
Li, He, Wang, Zun, Zou, Nianlong, Ye, Meng, Xu, Runzhang, Gong, Xiaoxun, Duan, Wenhui, Xu, Yong
Published in Nature Computational Science (01.06.2022)
Published in Nature Computational Science (01.06.2022)
Get full text
Journal Article
Loading…
Loading…
Symphonizing pileup and full-alignment for deep learning-based long-read variant calling
Zheng, Zhenxian, Li, Shumin, Su, Junhao, Leung, Amy Wing-Sze, Lam, Tak-Wah, Luo, Ruibang
Published in Nature Computational Science (01.12.2022)
Published in Nature Computational Science (01.12.2022)
Get full text
Journal Article
Loading…
A probabilistic graphical model foundation for enabling predictive digital twins at scale
Kapteyn, Michael G, Pretorius, Jacob V R, Willcox, Karen E
Published in Nature Computational Science (01.05.2021)
Published in Nature Computational Science (01.05.2021)
Get full text
Journal Article
Loading…
Learning properties of ordered and disordered materials from multi-fidelity data
Chen, Chi, Zuo, Yunxing, Ye, Weike, Li, Xiangguo, Ong, Shyue Ping
Published in Nature Computational Science (01.01.2021)
Published in Nature Computational Science (01.01.2021)
Get full text
Journal Article
Loading…
Physics-driven coarse-grained model for biomolecular phase separation with near-quantitative accuracy
Joseph, Jerelle A, Reinhardt, Aleks, Aguirre, Anne, Chew, Pin Yu, Russell, Kieran O, Espinosa, Jorge R, Garaizar, Adiran, Collepardo-Guevara, Rosana
Published in Nature Computational Science (01.11.2021)
Published in Nature Computational Science (01.11.2021)
Get full text
Journal Article
Loading…
Scalable optical learning operator
Teğin, Uğur, Yıldırım, Mustafa, Oğuz, İlker, Moser, Christophe, Psaltis, Demetri
Published in Nature Computational Science (01.08.2021)
Published in Nature Computational Science (01.08.2021)
Get full text
Journal Article
Loading…
Scaling digital twins from the artisanal to the industrial
Niederer, Steven A, Sacks, Michael S, Girolami, Mark, Willcox, Karen
Published in Nature Computational Science (01.05.2021)
Published in Nature Computational Science (01.05.2021)
Get full text
Journal Article
Loading…
Spatial planning of urban communities via deep reinforcement learning
Zheng, Yu, Lin, Yuming, Zhao, Liang, Wu, Tinghai, Jin, Depeng, Li, Yong
Published in Nature Computational Science (01.09.2023)
Published in Nature Computational Science (01.09.2023)
Get full text
Journal Article
Loading…
Theory of overparametrization in quantum neural networks
Larocca, Martín, Ju, Nathan, García-Martín, Diego, Coles, Patrick J, Cerezo, Marco
Published in Nature Computational Science (01.06.2023)
Published in Nature Computational Science (01.06.2023)
Get full text
Journal Article
Loading…
Digital twins in medicine
Laubenbacher, R, Mehrad, B, Shmulevich, I, Trayanova, N
Published in Nature Computational Science (01.03.2024)
Published in Nature Computational Science (01.03.2024)
Get full text
Journal Article
Loading…
Efficient and accurate large library ligand docking with KarmaDock
Zhang, Xujun, Zhang, Odin, Shen, Chao, Qu, Wanglin, Chen, Shicheng, Cao, Hanqun, Kang, Yu, Wang, Zhe, Wang, Ercheng, Zhang, Jintu, Deng, Yafeng, Liu, Furui, Wang, Tianyue, Du, Hongyan, Wang, Langcheng, Pan, Peichen, Chen, Guangyong, Hsieh, Chang-Yu, Hou, Tingjun
Published in Nature Computational Science (01.09.2023)
Published in Nature Computational Science (01.09.2023)
Get full text
Journal Article
Loading…
A quantum-inspired approach to exploit turbulence structures
Gourianov, Nikita, Lubasch, Michael, Dolgov, Sergey, van den Berg, Quincy Y, Babaee, Hessam, Givi, Peyman, Kiffner, Martin, Jaksch, Dieter
Published in Nature Computational Science (01.01.2022)
Published in Nature Computational Science (01.01.2022)
Get full text
Journal Article
Loading…
Experimental quantum adversarial learning with programmable superconducting qubits
Ren, Wenhui, Li, Weikang, Xu, Shibo, Wang, Ke, Jiang, Wenjie, Jin, Feitong, Zhu, Xuhao, Chen, Jiachen, Song, Zixuan, Zhang, Pengfei, Dong, Hang, Zhang, Xu, Deng, Jinfeng, Gao, Yu, Zhang, Chuanyu, Wu, Yaozu, Zhang, Bing, Guo, Qiujiang, Li, Hekang, Wang, Zhen, Biamonte, Jacob, Song, Chao, Deng, Dong-Ling, Wang, H
Published in Nature Computational Science (01.11.2022)
Published in Nature Computational Science (01.11.2022)
Get full text
Journal Article