日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Fundamental safety-capability trade-offs in fine-tuning large language models

在微调大型语言模型时,安全性和能力之间存在着根本性的权衡。

Chen, Pin-Yu; Shen, Han; Das, Payel; Chen, Tianyi

Property-driven localization and characterization in deep molecular representations

基于性质的深度分子表征定位与表征

Cintas, Celia; Das, Payel; Ross, Jerret; Belgodere, Brian; Tadesse, Girmaw Abebe; Chenthamarakshan, Vijil; Born, Jannis; Speakman, Skyler

Challenges and applications of artificial intelligence in infectious diseases and antimicrobial resistance

人工智能在传染病和抗菌素耐药性方面的挑战与应用

Cesaro, Angela; Hoffman, Samuel C; Das, Payel; de la Fuente-Nunez, Cesar

ChatGPT: Literate or intelligent about UN sustainable development goals?

ChatGPT:你对联合国可持续发展目标有基本的了解吗?

Raman, Raghu; Lathabai, Hiran H; Mandal, Santanu; Das, Payel; Kaur, Tavleen; Nedungadi, Prema

Review on Metrics and Prediction Methods of Civil Aviation Noise

民用航空噪声指标和预测方法综述

Milner, James; Shrubsole, Clive; Das, Payel; Jones, Benjamin; Ridley, Ian; Chalabi, Zaid; Hamilton, Ian; Armstrong, Ben; Davies, Michael; Wilkinson, Paul; Feng, Hao; Zhou, Yadong; Zeng, Weili; Ding, Cong

Accelerating drug target inhibitor discovery with a deep generative foundation model.

利用深度生成式基础模型加速药物靶点抑制剂的发现

Chenthamarakshan Vijil, Hoffman Samuel C, Owen C David, Lukacik Petra, Strain-Damerell Claire, Fearon Daren, Malla Tika R, Tumber Anthony, Schofield Christopher J, Duyvesteyn Helen M E, Dejnirattisai Wanwisa, Carrique Loic, Walter Thomas S, Screaton Gavin R, Matviiuk Tetiana, Mojsilovic Aleksandra, Crain Jason, Walsh Martin A, Stuart David I, Das Payel

An end-to-end deep learning framework for translating mass spectra to de-novo molecules

一种将质谱数据转化为从头分子结构的端到端深度学习框架

Litsa, Eleni E; Chenthamarakshan, Vijil; Das, Payel; Kavraki, Lydia E

A Small Step Toward Generalizability: Training a Machine Learning Scoring Function for Structure-Based Virtual Screening

迈向泛化能力的一小步:训练用于基于结构的虚拟筛选的机器学习评分函数

Scantlebury, Jack; Vost, Lucy; Carbery, Anna; Hadfield, Thomas E; Turnbull, Oliver M; Brown, Nathan; Chenthamarakshan, Vijil; Das, Payel; Grosjean, Harold; von Delft, Frank; Deane, Charlotte M

Accurate clinical toxicity prediction using multi-task deep neural nets and contrastive molecular explanations

利用多任务深度神经网络和对比分子解释进行准确的临床毒性预测

Sharma, Bhanushee; Chenthamarakshan, Vijil; Dhurandhar, Amit; Pereira, Shiranee; Hendler, James A; Dordick, Jonathan S; Das, Payel

Ancestral SARS-CoV-2-Driven Antibody Repertoire Diversity in an Unvaccinated Individual Correlates with Expanded Neutralization Breadth

未接种疫苗个体中由SARS-CoV-2驱动的祖先抗体库多样性与中和广度相关

Deshpande, Suprit; Ansari, Mohammed Yousuf; Sutar, Jyoti; Das, Payel; Hingankar, Nitin; Mukherjee, Sohini; Jayal, Priyanka; Singh, Savita; Anantharaj, Anbalagan; Singh, Janmejay; Chattopadhyay, Souvick; Raghavan, Sreevatsan; Gosain, Mudita; Chauhan, Supriya; Shrivas, Shweta; Prasad, Chaman; Chauhan, Sangeeta; Sharma, Neha; Jana, Pradipta; Thiruvengadam, Ramachandran; Kshetrapal, Pallavi; Wadhwa, Nitya; Das, Bhabatosh; Batra, Gaurav; Medigeshi, Guruprasad; Sok, Devin; Bhatnagar, Shinjini; Garg, Pramod Kumar; Bhattacharya, Jayanta