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AI/ML Researcher @ Morgan Stanley
I earned a PhD in Computer Science at Cornell University in December 2024. I was advised by professor Carla Gomes in the lab of Computational Sustainability. I completed my undergraduate degree in Biomedical Engineering, with a minor in Physics at the University of Maryland, College Park.
Selected Publications
Specializing Large Multi-Modal Models
Specializing Large Multi-Modal Models
Brendan Hogan, Anmol Kabra, Felipe Siqueira Pacheco, Laura Greenstreet, Joshua Fan, Aaron Ferber, Marta Ummus, Alecsander Brito, Olivia Graham, Lillian Aoki, Drew Harvell, Alex Flecker, & Carla Gomes. (2024). AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image Classification. IN REVIEW. [PDF]
Specializing Large Language Models
Specializing Large Language Models
Brendan Hogan Rappazzo, Yingheng Wang, Aaron Ferber, Carla Gomes. GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation. ICMLA 2024 [PDF]
Novel Loss Functions/Network Calibration
Novel Loss Functions/Network Calibration
Brendan Hogan Rappazzo, Aaron Ferber, Carla P. Gomes. Critic Loss for Image Classification. ICMLA 2024 [PDF]Won Best Paper Award
Eelgrass Wasting Disease Monitoring
Eelgrass Wasting Disease Monitoring
Brendan H. Rappazzo, Morgan E. Eisenlord, Olivia J. Graham, Lillian R. Aoki, Phoebe D. Dawkins, Drew Harvell, Carla P. Gomes. EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease. IAAI 2021 [PDF] Won IAAI Innovative Application Award
Remote Sensing of Invasive Species
Remote Sensing of Invasive Species
Johan Bjorck*, Brendan H. Rappazzo*, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla P. Gomes. Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing. AAAI 2021*Equal contribution [PDF]
Elephant Monitoring
Elephant Monitoring
Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes. Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. AAAI 2019: 476-484 [PDF]
CRYSTAL - Multi-Agent AI System for Materials Phase-Mapping
CRYSTAL - Multi-Agent AI System for Materials Phase-Mapping
Carla P. Gomes, Junwen Bai, Yexiang Xue, Johan Björck, Brendan Rappazzo, Sebastian Ament, Richard Bernstein, Shufeng Kong, Santosh K. Suram, R. Bruce van Dover, John M. Gregoire. CRYSTAL: a multi-agent AI system for automated mapping of materials' crystal structures. MRS Communications (2019). [PDF]
1/f Noise (Pink Noise) Generation
1/f Noise (Pink Noise) Generation
Guillaume Perez, Brendan Rappazzo, Carla P. Gomes. Extending the Capacity of 1 / f Noise Generation. CP 2018: 601-610 [PDF]
Image from http://www.eso.org/public/images/eso1122a/
Image from http://www.eso.org/public/images/eso1122a/
Phase Mapper, HCI Platform for Materials Discovery
Phase Mapper, HCI Platform for Materials Discovery
Junwen Bai, Yexiang Xue, Johan Bjorck, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes. Phase Mapper: Accelerating Materials Discovery with AI. AI Mag. 39(1): 15-26 (2018) [PDF], Cover Article
Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes. Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery. AAAI 2017: 4635-4643 [PDF] Won Innovation Application Award
Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes. Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery. AAAI 2017: 4635-4643 [PDF] Won Innovation Application Award
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