Presentations

A full list of presentations and invited talks may be found in my CV.

2022

9. M. Kelp, D.J. Jacob, and H. Lin. An Online-Learned Neural Network Chemical Solver for Stable and Long-Term Global Simulations of Atmospheric Chemistry in S2S Applications. AMS Annual Meeting, January 26, 2022 (Talk)

2021

8. M. Kelp, D.J. Jacob, and H. Lin. A recursive neural network chemical solver for fast long-term global simulations of atmospheric composition. AMS Annual Meeting, Virtual, January 13, 2021 (Talk)

2020

7. M. Kelp, J. N. Kutz, J.D. Marshall, and C. Tessum. Toward stable, general machine-learned models of the atmospheric chemical system. AGU Virtual Fall Meeting, December 7, 2020 (Invited Talk)

6. M. Kelp and D.J. Jacob. A recursive neural network chemical solver for fast long-term global simulations of atmospheric composition. Atmospheric Chemical Mechanisms Conference, Virtual, November 18, 2020 (Lightning Talk)

2019

5. M. Kelp, J. N. Kutz, J.D. Marshall, and C. Tessum. Deep Learning Emulation and Compression of an Atmospheric Chemical System using a Chained Training Regime. AGU Fall Meeting, San Francisco, CA, December 13, 2019 (Poster)

2018

4. M. Kelp, C.W. Tessum, and J.D. Marshall. Orders-of-Magnitude Speedup in Atmospheric Chemistry Modeling through Neural Network-Based Emulation. AGU Fall Meeting, Washington D.C, December 12, 2018 (Poster)

3. M. Kelp, A.P. Grieshop, C.O. Reynolds, J. Baumgartner, G. Jain, K. Sethuramanand, and J.D. Marshall. Investigating Health-Relevant Air Pollution Concentration Linkages Across Multiple Seasons During Indoor Cookstove Campaign in Rural India. ISES-ISEE Joint Annual Meeting, Ottawa, CA, August 25, 2018 (Poster)

2016

2. M. Kelp, H.O.T. Pye, E.V. Fischer, J. Brewer, and J. Fry. Global Modeling of Secondary Organic Aerosol Production from Reaction of NO3 Radical with Speciated Monoterpenes. AAAR Annual Conference, Portland, OR, October 18, 2016 (Poster)

2015

1. M. Kelp, J. Brewer, C. Keller, and E.V. Fischer. Evaluating the Potential Importance of Monoterpene Degradation for Global Acetone Production. AGU Fall Meeting, San Francisco, CA, December 16, 2015 (Poster)