Duncan Watson-Parris
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Keywords
large language model
(2)
variational inference
(1)
multimodal learning
(1)
flow matching
(1)
spatio-temporal modeling
(1)
deep learning
(1)
evaluation framework
(1)
generative model
(1)
partial differential equation
(1)
benchmark dataset
(1)
weather forecasting
(1)
tool usage
(1)
kernel function
(1)
satellite imagery
(1)
spatio-temporal data
(1)
climate simulation
(1)
synthetic dataset
(1)
climate modeling
(1)
surrogate modeling
(1)
knowledge assessment
(1)
Papers
Spatiotemporal Pyramid Flow Matching for Climate Emulation
CVPR 2026
Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation
ICML 2025
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
ICLR 2025
Discovering Latent Causal Graphs from Spatiotemporal Data
ICML 2025
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling
ICML 2024
RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery
AAAI 2021