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J

Jeff Guo

epfl

9H指数
32论文数
477被引数
收录论文 12
发表时间
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Sample-efficient generative molecular design using memory manipulation使用内存操作的样本高效生成分子设计
errNature Machine Intelligence
IF23.9
err2026-03-17
err0
PREAI
errJeff Guo; Junwu Chen; Anthony GX-Chen; Philippe Schwaller
err分享
err收藏
TANGO: direct optimization of constrained synthesizability for generative molecular designTANGO：用于生成式分子设计的约束合成性直接优化
errNature Computational Science
IF18.3
err2026-03-03
err0
PREAI
errJeff Guo; Philippe Schwaller
err分享
err收藏
ThinkRare: A search algorithm to identify patients with undiagnosed rare genetic disease in an electronic medical recordThinkRare：一种用于在电子病历中识别未诊断罕见遗传病患者的搜索算法
errGenetics in Medicine
IF6.2
err2025-08-23
err0
PREAI
errGrace U. Ediae; Alexandre White-Brown; Caitlin Chisholm; Ivan Terekhov; Jon Seymour; Jeff Guo; Nicholas Mitsakakis; Sarah L. Sawyer; Kym M. Boycott
err分享
err收藏
Tango*: Constrained synthesis planning using chemically informed value functionsTango*: 基于化学信息价值函数的约束合成规划
errDigital Discovery
IF5.6
err2025-08-11
err0
errOAAI
errDaniel armstrong; Zlatko Jončev; Jeff Guo; Philippe Schwaller
err分享
err收藏
Directly optimizing for synthesizability in generative molecular design using retrosynthesis models直接使用逆合成模型在生成分子设计中优化可合成性
errCHEMICAL SCIENCE
IF7.4
err2025-01-01
err2
errOAAI
errGuo, Jeff; Schwaller, Philippe
err分享
err收藏
Machine learning-aided generative molecular design机器学习辅助的生成性分子设计
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-06-18
err11
PREAI
errDu, Yuanqi; Jamasb, Arian R.; Guo, Jeff; Fu, Tianfan; Harris, Charles; Wang, Yingheng; Duan, Chenru; Lio, Pietro; Schwaller, Philippe; Blundell, Tom L.
err分享
err收藏
Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning
errJACS AU
IF8.7
err2024-04-10
err1
errOAAI
errGuo, Jeff; Schwaller, Philippe
err分享
err收藏
Sample efficient reinforcement learning with active learning for molecular design用于分子设计的样本高效强化学习和主动学习
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err7
errOAAI
errDodds, Michael; Guo, Jeff; Loehr, Thomas; Tibo, Alessandro; Engkvist, Ola; Janet, Jon Paul
err分享
err收藏
Link-INVENT: generative linker design with reinforcement learningLink-INVENT: 具有强化学习的生成链接器设计
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err25
errOAAI
errGuo, Jeff; Knuth, Franziska; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
err分享
err收藏
Improving de novo molecular design with curriculum learning (vol 4, pg 555, 2022)
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-07-20
err0
errOAAI
errGuo, Jeff; Fialkova, Vendy; Arango, Juan Diego; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
err分享
err收藏
Improving de novo molecular design with curriculum learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-06-22
err25
errOAAI
errGuo, Jeff; Fialkova, Vendy; Arango, Juan Diego; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
err分享
err收藏
DockStream: a docking wrapper to enhance de novo molecular designDockStream: 一种用于增强从头分子设计的对接包装器
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2021-11-17
err35
errOAAI
errGuo, Jeff; Janet, Jon Paul; Bauer, Matthias R.; Nittinger, Eva; Giblin, Kathryn A.; Papadopoulos, Kostas; Voronov, Alexey; Patronov, Atanas; Engkvist, Ola; Margreitter, Christian
err分享
err收藏

研究方向

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合作学者
合作期刊
T
Tom L. Blundell
H 指数: 112 · 论文数: 736
K
Kym M. Boycott
H 指数: 77 · 论文数: 441
P
Píetro Lió
H 指数: 72 · 论文数: 1.1K
C
Charles B. Harris
H 指数: 61 · 论文数: 429
O
Ola Engkvist
H 指数: 55 · 论文数: 429
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