| Prediction of daily sea surface temperature using artificial neural networks SG Aparna, S D’souza, NB Arjun International Journal of Remote Sensing 39 (12), 4214-4231, 2018 | 68 | 2018 |
| Downscaling earth system models with deep learning S Park, K Singh, A Nellikkattil, E Zeller, TD Mai, M Cha Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 11 | 2022 |
| Future sea-level projections with a coupled atmosphere-ocean-ice-sheet model JY Park, F Schloesser, A Timmermann, D Choudhury, JY Lee, ... Nature Communications 14 (1), 636, 2023 | 6 | 2023 |
| The east asian summer monsoon response to global warming in a high resolution coupled model: mean and extremes Z Liu, SS Lee, AB Nellikkattil, JY Lee, L Dai, KJ Ha, CLE Franzke Asia-Pacific Journal of Atmospheric Sciences 59 (1), 29-45, 2023 | 6 | 2023 |
| Increased amplitude of atmospheric rivers and associated extreme precipitation in ultra-high-resolution greenhouse warming simulations AB Nellikkattil, JY Lee, B Guan, A Timmermann, SS Lee, JE Chu, ... Communications Earth & Environment 4 (1), 313, 2023 | 3 | 2023 |
| Challenges in constraining future change of global land precipitation in CMIP6 models JY Lee, KS Yun, A Babu, YM Yang, ES Chung, HE Oh, A Timmermann, ... EGU General Assembly Conference Abstracts, 13455, 2020 | 3 | 2020 |
| Estimating Antarctic ice sheet contributions to future sea level rise using a coupled climate-ice sheet model JY Park, F Schloesser, A Timmermann, D Choudhury, JY Lee, ... EGU General Assembly Conference Abstracts, 6572, 2020 | 1 | 2020 |
| Scalable Feature Extraction and Tracking (SCAFET): a general framework for feature extraction from large climate data sets AB Nellikkattil, D Lemmon, TA O'Brien, JY Lee, JE Chu Geoscientific Model Development 17 (1), 301-320, 2024 | | 2024 |
| Self Supervised Vision for Climate Downscaling K Singh, C Jeong, N Shidqi, S Park, A Nellikkattil, E Zeller, M Cha arXiv preprint arXiv:2401.09466, 2024 | | 2024 |
| Atmospheric River Detection Under Changing Mean-State Climate and Seasonality: ARTMIP Tier 2 Single-Forcing Paleoclimate Experiments W Rush, JM Lora, CB Skinner, CA Shields, S Brands, B Guan, ... AGU23, 2023 | | 2023 |
| Contrasting the Atmospheric River Responses to greenhouse gas warming with Orbital changes AB Nellikkattil, JY Lee, SS Lee, A Timmermann AGU23, 2023 | | 2023 |
| Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model N Shidqi, C Jeong, S Park, E Zeller, AB Nellikkattil, K Singh arXiv preprint arXiv:2312.07112, 2023 | | 2023 |
| Leveraging Temporal Information for Self-Supervised Climate Downscaling in North America Region N Shidqi, C Jeong, S Park, K Singh, AB Nellikkattil, E Zeller, M Cha 한국정보과학회 학술발표논문집, 893-895, 2023 | | 2023 |
| Scalable Feature Extraction and Tracking (SCAFET): A general framework for feature extraction from large climate datasets AB Nellikkattil, TA O’Brien, D Lemmon, JY Lee, JE Chu EGUsphere 2023, 1-32, 2023 | | 2023 |
| Scalable Feature Extraction and Tracking (SCAFET): A Novel Framework for Detection of Extreme Events AB Nellikkattil, JY Lee, PH Raavi, JE Chu, A Timmermann AGU Fall Meeting Abstracts 2022, A32C-1426, 2022 | | 2022 |
| Projected Changes in Atmospheric Rivers in Response to Greenhouse Warming A Nellikkattil, JY Lee, A Timmermann, SS Lee, JE Chu 102nd American Meteorological Society Annual Meeting, 2022 | | 2022 |
| Aiding the Earth System Models with Super Resolution Deep Learning TD Mai, K Singh, AB Nellikkattil, SS Lee, A Timmermann 2021 한국소프트웨어종합학술대회, 2021 | | 2021 |
| Ultra-high-resolution future coupled model projections of atmospheric rivers A Nellikkattil, B Guan, JY Lee, A Timmermann, SS Lee, D Waliser, JE Chu EGU2020, 2020 | | 2020 |
| ENSO effects on global vegetation IW Kim, MF Stuecker, A Timmermann, KB Rodgers, AB Nellikkattil, JS Kug, ... AGU Fall Meeting Abstracts 2019, B33J-2602, 2019 | | 2019 |
| How to use cloud sensitivity to constrain and predict changes in cloud cover A Babu, JY Lee, A Timmermann 한국기상학회 학술대회 논문집, 467-467, 2018 | | 2018 |
Aparna S. G.ScientistAdresse e-mail validée de nio.org
