Jessica Lanini - Publications, H-index & Citations

Jessica Lanini

Novartis Pharma AG

4H指数

10论文数

88被引数

收录论文 5

发表时间

Multi-objective optimization in the context of generative chemistry 生成化学背景下的多目标优化

Nature Communications

IF15.7

2026-09-02

OAAI

Paula Torren-Peraire; Nadine Schneider; Raquel Rodríguez-Pérez; Robin A. Fairhurst; Jessica Lanini

Uncertainty Quantification in Molecular Machine Learning for Property Predictions under Data Shifts 数据偏移下分子机器学习中的不确定性量化及性质预测

Journal of Chemical Information and Modeling

IF5.3

2026-01-01

OAAI

Parrondo-Pizarro, Raquel; Lanini, Jessica; Rodriguez-Perez, Raquel

UNIQUE: A Framework for Uncertainty Quantification Benchmarking

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2024-11-14

OAAI

Lanini, Jessica; Huynh, Minh Tam Davide; Scebba, Gaetano; Schneider, Nadine; Rodriguez-Perez, Raquel

SIMPD: an algorithm for generating simulated time splits for validating machine learning approaches

JOURNAL OF CHEMINFORMATICS

IF5.7

2023-12-11

OAAI

Landrum, Gregory A.; Beckers, Maximilian; Lanini, Jessica; Schneider, Nadine; Stiefl, Nikolaus; Riniker, Sereina

PREFER: A New Predictive Modeling Framework for Molecular Discovery

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2023-07-24

PREAI

Lanini, Jessica; Santarossa, Gianluca; Sirockin, Finton; Lewis, Richard; Fechner, Nikolas; Misztela, Hubert; Lewis, Sarah; Maziarz, Krzysztof; Stanley, Megan; Segler, Marwin; Stiefl, Nikolaus; Schneider, Nadine

研究方向