Elsa Olivetti

1. Deep Reinforcement Learning for Inverse Inorganic Materials Design
   2022/10/21 by Elton Pan, Pan, Elton, Christopher Karpovich +3 · 8 citations
   Materials Science · #Quantum Dots Synthesis And Properties #Machine Learning in Materials Science #Advanced Thermoelectric Materials and Devices
2. Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
   2018/12/31 by Edward Kim, Zach Jensen, Kim, Edward +19 · 5 citations
   Computer Science · Materials Science · Mathematics · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Natural Language Processing Techniques #Topic Modeling #cond-mat.mtrl-sci #cs.AI #stat.ML
3. The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures
   2019/05/16 by Sheshera Mysore, Zach Jensen, Mysore, Sheshera +15 · 4 citations
   Computer Science · Materials Science · #Machine Learning in Materials Science #Software Engineering Research #Topic Modeling #cs.CL #cs.LG
4. Automatically Extracting Action Graphs from Materials Science Synthesis Procedures
   2017/11/18 by Sheshera Mysore, Mysore, Sheshera, Edward Kim +15 · 2 citations
   Computer Science · Materials Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Semantic Web and Ontologies #Topic Modeling #cs.CL
5. Lithium-Ion Battery Supply Chain Considerations: Analysis of Potential Bottlenecks in Critical Metals
   2017/10/01 by Elsa Olivetti, Elsa A. Olivetti, Gerbrand Ceder +3 · 2 citations
   Engineering · #Advanced Battery Technologies Research #Advancements in Battery Materials #Battery (electricity) #Business #Engineering #Environmental science #Extraction and Separation Processes #Forensic engineering #Lithium (medication) #Lithium-ion battery #Materials science #Physics #Supply chain #Thermodynamics
6. Development of structural descriptors to predict dissolution rate of\n volcanic glasses: molecular dynamic simulations
   2021/07/29 by Kai Gong, Elsa Olivetti, Gong, Kai +1 · 2 citations
   Chemistry · Materials Science · Physics and Astronomy · #Amorphous solid #Chemistry #Computational chemistry #Coordination number #Crystallography #Depolymerization #Dissolution #Energy landscape #FOS: Physical sciences #Glass properties and applications #Material Dynamics and Properties #Materials Science (cond-mat.mtrl-sci) #Materials science #Metastability #Molecular dynamics #Physical chemistry #Physics #Pigment Synthesis and Properties #Silicate #Thermodynamics #cond-mat.mtrl-sci
7. Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning
   2025/02/06 by Thorben Prein, Prein, Thorben, Elton Pan +18 · 3 citations
   Engineering · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
8. Data-driven material screening of secondary and natural cementitious precursors
   2025/05/17 by Soroush Mahjoubi, Vineeth Venugopal, Ipek Bensu Manav +3 · 1 voice · 1 citation
   Engineering · Earth and Planetary Sciences · #Concrete and Cement Materials Research #Building materials and conservation #Innovative concrete reinforcement materials
9. Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials
   2025/06/14 by Thorben Prein, Elton Pan, Prein, Thorben +9 · 4 citations
   Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
10. Scoping Sustainable Collaborative Mixed Reality
    2024/09/11 by Yasra Chandio, Noman Bashir, Chandio, Yasra +7 · 1 citation
    Business, Management and Accounting · Computer Science · #Augmented Reality Applications #Computers and Society (cs.CY) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Innovative Approaches in Technology and Social Development #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
11. Improving aluminum recycling: A survey of sorting and impurity removal technologies
    2011/11/21 by Gabrielle Gaustad, Elsa Olivetti, Randolph Kirchain · 1 citation
    Engineering · #Aluminum Alloy Microstructure Properties #Bauxite Residue and Utilization #Extraction and Separation Processes
12. Emerging Microelectronic Materials by Design: Navigating Combinatorial Design Space with Scarce and Dispersed Data
    2024/12/23 by Hengrui Zhang, Zhang, Hengrui, Alexandru B. Georgescu +13 · 1 voice · 1 citation
    Engineering · Materials Science · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Modular Robots and Swarm Intelligence #Semiconductor materials and devices #and Science (cs.CE)