Publications
Publications
Showing all 3232
Total publications
12
Years active
6
Research areas
50+
Co-authors
Topic
Era
32 results
2022AGU
Will correcting cloud radiative biases over the Southern Ocean improve precipitation biases in CESM2 simulations?
Hingmire, Singh, Hirasawa, Rasch, Hedges, Dobbins, Mitra, Hazarika, Kim, Ramea
AGU Fall Meeting 2022
Climate AIML
2022AGU
Interactive Visual Analytics to Study the Impacts of Cloud Radiative Properties on Climate Patterns
Hazarika, Ramea, Kim, Mitra, Cachay, Hirasawa, Hingmire, Singh, Rasch
AGU Fall Meeting 2022
Climate AIML
2022AGU
Machine Learning Methods may Reduce Uncertainty in Earth System Model Projections: A Case Study of Ocean Heat Uptake and AMOC Collapse
Singh, Ramea, Hingmire
AGU Fall Meeting 2022
Climate AIML
2022AGU
AI assisted evaluation of ESMs in simulating observed cloud climate interactions
Hingmire, Hirasawa, Singh, Cachay, Kim, Mitra, Hazarika, Ramea, Rasch
AGU Fall Meeting 2022
Climate AIML
2022AGU
ClimFormer: building an attention-based climate emulator
Mitra, Cachay, Kim, Hazarika, Ramea, Hingmire, Hirasawa, Rasch, Singh
AGU Fall Meeting 2022
Climate AIML
2022AGU
Marine Cloud Brightening Intervention Optimization using a Hybrid AI Approach
Singh, Hirasawa, Hingmire, Hazarika, Kim, Cachay, Mitra, Ramea, Rasch
AGU Fall Meeting 2022
Climate AIML
2022AGU
Marine Cloud Brightening Forcing and Climate Response in the Community Earth System Model 2
Hirasawa, Hingmire, Singh, Rasch, Hedges, Dobbins, Mitra, Hazarika, Kim, Ramea
AGU Fall Meeting 2022
Climate AI
2022AGU
On incorporating first principles based physical conservation laws into global climate emulators
Mitra, Hingmire, Hirasawa, Cachay, Hazarika, Kim, Rasch, Singh, Ramea
AGU Fall Meeting 2022
Climate AIML
2022APS
Patient-specific modeling of hemodynamic disorders using Physics Informed Neural Networks
Vuppala, Mitra, Ramea
Bulletin of the American Physical Society
ML
2022ACM
Modeling and simulating thermostat behaviors of office occupants: are values more important than comfort?
Dongre, Gračanin, Mohan, Mostafavi, Ramea
ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
MLEnergy
2021AGU
Retrieving Atmospheric Methane from Atmospheric Carbon Dioxide from GOSAT using Deep Neural Networks
Kim, Ramea
AGU Fall Meeting 2021
Climate AIML
2021AGU
Generating high-resolution nitrogen dioxide concentration map with multispectral, SAR and infrared remote sensing data using geography-informed ML
Ramea, Huda
AGU Fall Meeting 2021
Climate AIML
2020arXiv
Conversational User Interfaces for Blind Knowledge Workers: A Case Study
Dent, Ramea
Computing Research Repository, arXiv
NLP
2019AGU
The Marine Cloud Brightening Project: An atmospheric intervention research program
Doherty, Wood, Wanser, Garner, Rasch, Neukermans, Ackerman, Ramea, et al.
AGU Fall Meeting 2019
Climate AI
2019ICML
Unsupervised Temporal Clustering to Monitor the Performance of Alternative Fueling Infrastructure
Ramea
International Conference on Machine Learning
MLTransport
2019Journal
An Integrated Quantitative-Qualitative Study to Monitor the Utilization and Assess the Perception of Hydrogen Fueling Stations
Ramea
International Journal of Hydrogen Energy
TransportEnergy
2019AAAI
Comparison of Transfer-Learning Approaches for Response Selection in Multi-Turn Conversations
Vig, Ramea
AAAI Workshop on User-Aware Conversational Agents
NLPML
2019IUI
Building Jarvis — A Learner-Aware Conversational Trainer
Mohan, Ramea, Price, Shreve, Eldardiry, Nelson
Workshop on User-Aware Conversational Agents, ACM IUI 2019
NLP
2018Nature Energy
Interaction of consumer preferences and climate policies in the global transition to low-carbon vehicles
McCollum, Wilson, Bevione, Carrara, Edelenbosch, Emmerling, Ramea, et al.
Nature Energy
EnergyTransport
2018Journal
Integration of behavioral effects from vehicle choice models into long-term energy systems optimization models
Ramea, Bunch, Yang, Yeh, Ogden
Energy Economics
EnergyTransport
2018Journal
The cost of electrifying private transport — Evidence from an empirical consumer choice model of Ireland and Denmark
Mulholland, Tattini, Ramea, Yang, Ó Gallachóir
Transportation Research Part D: Transport and Environment
TransportEnergy
2018Journal
Improving the representation of modal choice into bottom-up optimization energy system models — The MoCho-TIMES model
Tattini, Ramea, Gargiulo, Yang, Mulholland, Yeh, Karlsson
Applied Energy
EnergyTransport
2018Report
Development of Integrated Vehicle and Fuel Scenarios in a National Energy System Model for Low Carbon US Transportation Futures
Yang, Zakerinia, Ramea, Miller
UC Davis Research Report
EnergyTransport
2017SOCML
Creating Intricate Art with Neural Style Transfer
Ramea
Self-Organizing Conference on Machine Learning
Creative AIML
2016EVS29
Modeling and analyzing near term transitions to alternative fueled vehicles using a spatial regional consumer choice and fueling infrastructure model
Ramea, Yang, Nicholas
EVS 2016 — 29th International Electric Vehicle Symposium
TransportEnergy
2016IEW
Endogenizing Behavioral Effects and Infrastructure Investments in COCHIN-TIMES model
Ramea, Bunch, Yeh, Yang, Ogden
International Energy Workshop
EnergyTransport
2016Journal
Improving the behavioral realism of global integrated assessment models: An application to consumers' vehicle choices
McCollum, Wilson, Pettifor, Ramea, Krey, Riahi, et al.
Transportation Research Part D
TransportEnergy
2015Journal
Achieving California's 80% greenhouse gas reduction target in 2050: Technology, policy and scenario analysis using CA-TIMES
Yang, Yeh, Zakerinia, Ramea, McCollum
Energy Policy
EnergyTransport
2015BE4
COCHIN-TIMES: Consumer Choice Integration in TIMES and their Implications on Climate Policy Analysis
Ramea, Bunch, Yang, Yeh
International BE4 Workshop
EnergyTransport
2014Journal
Incorporating travel behaviour and travel time into TIMES energy system models
Daly, Ramea, Chiodi, Yeh, Gargiulo, Ó Gallachóir
Applied Energy
EnergyTransport
2014Report
Summary for Policymakers: Modeling Optimal Transition Pathways to a Low Carbon Economy in California
Yang, Yeh, Ramea, Zakerinia, McCollum, Bunch, Ogden
UC Davis Research Report
EnergyTransport
2013IAMC
Integrating Vehicle Consumer Choice into the MESSAGE Integrated Assessment Model: Implications for Energy Efficiency and Advanced Technology
Ramea, McCollum
Integrated Assessment Modeling Consortium
EnergyTransport
2011IEW
Energy-Economic-Environment Model for Policy Analysis in California: Elastic Demand & Sensitivity Analysis in MARKAL/TIMES
Ramea, Yeh, Yang, Ogden
International Energy Workshop
Energy
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