Francesca Dominici

1. Spatial and Temporal Variation in PM 2.5 Chemical Composition in the United States for Health Effects Studies
   2007/04/19 by Michelle L. Bell, Francesca Dominici, Keita Ebisu +2 · 6 citations
   Environmental Science · Earth and Planetary Sciences · Agricultural and Biological Sciences · #Air Quality and Health Impacts #Atmospheric chemistry and aerosols #Plant responses to elevated CO2
2. Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis
   2020/11/04 by Xiao Wu, Rachel C. Nethery, M. Benjamin Sabath +2 · 13 citations
   Environmental Science · #Air Quality and Health Impacts #COVID-19 impact on air quality #Climate Change and Health Impacts
3. Environmental Burden of United States Data Centers in the Artificial Intelligence Era
   2024/11/14 by Gianluca Guidi, Francesca Dominici, Guidi, Gianluca +11 · 5 voices · 5 citations
   #cs.CY
4. Artificial intelligence for modelling infectious disease epidemics
   2025/02/19 by Moritz U. G. Kraemer, Joseph L.-H. Tsui, Serina Y. Chang +41 · 2 voices · 15 citations
   Mathematics · Medicine · #COVID-19 epidemiological studies #Data-Driven Disease Surveillance #Viral Infections and Outbreaks Research
5. Toward a Quantitative Estimate of Future Heat Wave Mortality under Global Climate Change
   2010/12/30 by Roger D. Peng, Jennifer F. Bobb, Claudia Tebaldi +3 · 5 citations
   Environmental Science · #Climate Change and Health Impacts #Climate variability and models #Air Quality and Health Impacts
6. Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
   2020/09/18 by Falco J. Bargagli-Stoffi, Bargagli-Stoffi, Falco J., Cadei, Riccardo +4 · 5 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
7. Model Choice in Time Series Studies of Air Pollution and Mortality
   2006/02/14 by Roger D. Peng, Francesca Dominici, Thomas A. Louis · 2 citations
   Environmental Science · Health Professions · #Air Quality and Health Impacts #Climate Change and Health Impacts #Global Health Care Issues
8. E(n) Equivariant Topological Neural Networks
   2024/05/24 by Claudio Battiloro, Battiloro, Claudio, Ege Karaismailoğlu +9 · 6 citations
   Computer Science · #Neural Networks and Applications
9. Matching on Generalized Propensity Scores with Continuous Exposures
   2018/12/17 by Xiao Wu, Fabrizia Mealli, Wu, Xiao +7 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
10. Confounder-Dependent Bayesian Mixture Model: Characterizing Heterogeneity of Causal Effects in Air Pollution Epidemiology
    2023/02/22 by Dafne Zorzetto, Falco J. Bargagli-Stoffi, Zorzetto, Dafne +5 · 2 citations
    Environmental Science · Mathematics · #Air Quality and Health Impacts #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
11. Long-term exposure to summer specific humidity and cardiovascular disease hospitalizations in the US Medicare population
    2023/09/01 by Jochem O. Klompmaker, Francine Laden, Peter James +5 · 2 citations
    Environmental Science · Medicine · #Climate Change and Health Impacts #Thermal Regulation in Medicine #Thermoregulation and physiological responses
12. Discovering Effect Modification and Randomization Inference in Air Pollution Studies
    2018/02/19 by Kwonsang Lee, Dylan S. Small, Lee, Kwonsang +3 · 1 citation
    Economics, Econometrics and Finance · Environmental Science · Mathematics · #Advanced Causal Inference Techniques #Air Quality and Health Impacts #Applications (stat.AP) #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME)
13. A Bayesian Gaussian Process for Estimating a Causal Exposure Response Curve in Environmental Epidemiology
    2021/05/07 by Boyu Ren, Ren, Boyu, Xiao Wu +7 · 1 citation
    Environmental Science · Mathematics · #Advanced Causal Inference Techniques #Air Quality and Health Impacts #Applications (stat.AP) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Methodology (stat.ME)
14. An Instrumental Variables Framework to Unite Spatial Confounding Methods
    2024/11/15 by Sophie M. Woodward, Woodward, Sophie M., Mauricio Tec +3 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME) #Spatial and Panel Data Analysis #demographic modeling and climate adaptation
15. Air Pollution and Acute Kidney Injury in the U.S. Medicare Population: A Longitudinal Cohort Study
    2023/04/01 by Whanhee Lee, Xiao Wu, Seulkee Heo +17 · 1 citation
    Environmental Science · Medicine · #Air Quality and Health Impacts #Climate Change and Health Impacts #Acute Kidney Injury Research
16. Lewy body dementia promotion by air pollutants
    2025/09/04 by Xiaodi Zhang, Haiqing Liu, Xiao Wu +40 · 1 voice · 11 citations
    Environmental Science · Health Professions · #Air Quality and Health Impacts #Health, Environment, Cognitive Aging #Noise Effects and Management
17. Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era
    2024/10/11 by Claudio Battiloro, Battiloro, Claudio, G. M. Guidi +5 · 1 citation
    Engineering · #Advanced Battery Technologies Research #Applications (stat.AP) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
18. Higher-Order Topological Directionality and Directed Simplicial Neural Networks
    2024/09/12 by Manuel Lecha, Lecha, Manuel, Andrea Cavallo +7 · 1 citation
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis
19. From Tokens to Watt-hours: Analytical Energy Estimation for LLM Inference on Modern GPUs
    2026/07/29 by Tina Vartziotis, Rodopi Kosteli, Elli Vartziotis +5
    Computer Science · #cs.LG #cs.SE