Marc Grimson
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
multi-objective optimization
(2)
kolmogorov-arnold network
(2)
pareto optimization
(2)
global optimization
(1)
integer programming
(1)
tree structure
(1)
community structure
(1)
interpretable neural network
(1)
graph algorithm
(1)
scientific machine learning
(1)
renewable energy
(1)
conservation planning
(1)
connected component
(1)
affine transformation
(1)
hydropower system
(1)
floating photovoltaic
(1)
tree-structured network
(1)
species distribution modeling
(1)
solar energy
(1)
process-based model
(1)
Papers
LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning
AAAI 2026
Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
AAAI 2026
Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
AAAI 2025
Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
IJCAI 2025
Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon
AAAI 2024