Deep learning and generative methods in cheminformatics and chemical biology: navigating small molecule space intelligently

por Kell, Douglas B., Samanta, Soumitra, Swainston, Neil
Publicado 2020

VAE-Sim: A Novel Molecular Similarity Measure Based on a Variational Autoencoder

por Samanta, Soumitra, O’Hagan, Steve, Swainston, Neil, Roberts, Timothy J., Kell, Douglas B.
Publicado 2020

MassGenie: A Transformer-Based Deep Learning Method for Identifying Small Molecules from Their Mass Spectra

por Shrivastava, Aditya Divyakant, Swainston, Neil, Samanta, Soumitra, Roberts, Ivayla, Wright Muelas, Marina, Kell, Douglas B.
Publicado 2021

DeepGraphMolGen, a multi-objective, computational strategy for generating molecules with desirable properties: a graph convolution and reinforcement learning approach

por Khemchandani, Yash, O’Hagan, Stephen, Samanta, Soumitra, Swainston, Neil, Roberts, Timothy J., Bollegala, Danushka, Kell, Douglas B.
Publicado 2020

Children learn ergative case marking in Hindi using statistical preemption and clause-level semantics (intentionality): evidence from acceptability judgment and elicited production...

por Maitreyee, Ramya, Saxena, Gaurav, Narasimhan, Bhuvana, Misra Sharma, Dipti, Mishra, Pruthwik, Bhaya Nair, Rukmini, Samanta, Soumitra, Ambridge, Ben
Publicado 2023

The crosslinguistic acquisition of sentence structure: Computational modeling and grammaticality judgments from adult and child speakers of English, Japanese, Hindi, Hebrew and K'i...

por Ambridge, Ben, Maitreyee, Ramya, Tatsumi, Tomoko, Doherty, Laura, Zicherman, Shira, Pedro, Pedro Mateo, Bannard, Colin, Samanta, Soumitra, McCauley, Stewart, Arnon, Inbal, Bekman, Dani, Efrati, Amir, Berman, Ruth, Narasimhan, Bhuvana, Sharma, Dipti Misra, Nair, Rukmini Bhaya, Fukumura, Kumiko, Campbell, Seth, Pye, Clifton, Pixabaj, Sindy Fabiola Can, Pelíz, Mario Marroquín, Mendoza, Margarita Julajuj
Publicado 2020

Testing a computational model of causative overgeneralizations: Child judgment and production data from English, Hebrew, Hindi, Japanese and K’iche’

por Ambridge, Ben, Doherty, Laura, Maitreyee, Ramya, Tatsumi, Tomoko, Zicherman, Shira, Mateo Pedro, Pedro, Kawakami, Ayuno, Bidgood, Amy, Pye, Clifton, Narasimhan, Bhuvana, Arnon, Inbal, Bekman, Dani, Efrati, Amir, Fabiola Can Pixabaj, Sindy, Marroquín Pelíz, Mario, Julajuj Mendoza, Margarita, Samanta, Soumitra, Campbell, Seth, McCauley, Stewart, Berman, Ruth, Misra Sharma, Dipti, Bhaya Nair, Rukmini, Fukumura, Kumiko
Publicado 2022