Search Results for author: Mohammad Sajjad Ghaemi

Found 4 papers, 1 papers with code

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

2 code implementations19 Sep 2023 Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort, Md Rifat Arefin, Jocelyn Faubert, Irina Rish

We see improvement in the performance of the target model on the target (NMT) datasets by using the knowledge from the source dataset (TUAB) when a low amount of labelled data was available.

EEG NMT +1

CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design

no code implementations21 Feb 2023 Mohammad Sajjad Ghaemi, Hang Hu, Anguang Hu, Hsu Kiang Ooi

The continuous property of the latent space, which characterizes the discrete chemical structures, provides a flexible representation for inverse design in order to discover novel molecules.

Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge

no code implementations5 Apr 2022 Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn, Yifeng Li, Hsu Kiang Ooi

Deploying generative machine learning techniques to generate novel chemical structures based on molecular fingerprint representation has been well established in molecular design.

Cannot find the paper you are looking for? You can Submit a new open access paper.