A Multiobjective Model for Biodiesel Blends Minimizing Cost and Greenhouse Gas Emissions. - Carla Caldeira; Ece Gülsen; Elsa A. Olivetti; Randolph Kirchain; Luís Dias; Fausto Freire (ICCSA (3), 2014)

Automatically Extracting Action Graphs from Materials Science Synthesis Procedures. - Sheshera Mysore; Edward Kim 004; Emma Strubell; Ao Liu 003; Haw-Shiuan Chang; Srikrishna Kompella; Kevin Huang 004; Andrew McCallum; Elsa A. Olivetti (CoRR, 2017)

The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures. - Sheshera Mysore; Zach Jensen; Edward Kim 004; Kevin Huang 004; Haw-Shiuan Chang; Emma Strubell; Jeffrey Flanigan; Andrew McCallum; Elsa A. Olivetti (LAW@ACL, 2019)

Integrated planning for design and production in two-stage recycling operations. - Jiyoun C. Chang; Stephen C. Graves; Randolph Kirchain; Elsa A. Olivetti (Eur. J. Oper. Res., 2019)

Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks. - Edward Kim 004; Zach Jensen; Alexander van Grootel; Kevin Huang 004; Matthew Staib; Sheshera Mysore; Haw-Shiuan Chang; Emma Strubell; Andrew McCallum; Stefanie Jegelka; Elsa A. Olivetti (J. Chem. Inf. Model., 2020)

MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text. - Tim O'Gorman; Zach Jensen; Sheshera Mysore; Kevin Huang 004; Rubayyat Mahbub; Elsa A. Olivetti; Andrew McCallum (EMNLP (1), 2021)

Augmenting Scientific Creativity with Retrieval across Knowledge Domains. - Hyeonsu B. Kang; Sheshera Mysore; Kevin Huang 004; Haw-Shiuan Chang; Thorben Prein; Andrew McCallum; Aniket Kittur; Elsa A. Olivetti (CoRR, 2022)

Deep Reinforcement Learning for Inverse Inorganic Materials Design. - Elton Pan; Christopher Karpovich; Elsa A. Olivetti (CoRR, 2022)

Emerging Microelectronic Materials by Design: Navigating Combinatorial Design Space with Scarce and Dispersed Data. - Hengrui Zhang; Alexandru B. Georgescu; Suraj Yerramilli; Christopher Karpovich; Daniel W. Apley; Elsa A. Olivetti; James M. Rondinelli; Wei Chen 041 (CoRR, 2024)

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning. - Thorben Prein; Elton Pan; Sami Haddouti; Marco Lorenz; Janik Jehkul; Tymoteusz Wilk; Cansu Moran; Menelaos Panagiotis Fotiadis; Artur P. Toshev; Elsa A. Olivetti; Jennifer L. M. Rupp (CoRR, 2025)

Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials. - Thorben Prein; Elton Pan; Janik Jehkul; Steffen Weinmann; Elsa A. Olivetti; Jennifer L. M. Rupp (CoRR, 2025)