artificial intelligence

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

CO₂ emissions forecasting

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

deep learning

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

electricity demand forecasting

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

smart energy systems

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

sustainable urban planning

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

temporal attention LSTM

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)

urban sustainability

Thomas, Ann Mary, Dey, Maitreyee and Rana, Soumya Prakash ORCID: https://orcid.org/0000-0002-8014-8122 (2026) TAL-Net: a temporal attention LSTM framework for urban electricity and emissions forecasting in the U.S. npj Urban Sustainability. ISSN 2661-8001 (Online) (In Press) (doi:10.1038/s42949-026-00424-y)