Ashwin Dhakal

10PUBLICATIONS
2CO-AUTHORS
Nanoscale characterisationBioinformatic methods developmentComputational imagingPhotonics, optoelectronics and optical communicationsParticle physics
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Publications (10)

|May 04, 2026
TomoSwin3D: a Swin3D Transformer for the Identification and Classification of Macromolecules in 3D Cryo-ET Tomograms.

|Feb 27, 2026
CryoVirusDB: An Annotated Dataset for AI-Based Virus Particle Identification in Cryo-EM Micrographs.

Rajan Gyawali, Ashwin Dhakal, Liguo Wang

|Jul 09, 2025
Multimodal deep learning integration of cryo-EM and AlphaFold3 for high-accuracy protein structure determination.

Rajan Gyawali, Ashwin Dhakal, Jianlin Cheng

|Jan 17, 2025
Artificial intelligence in cryo-EM protein particle picking: recent advances and remaining challenges.

Ashwin Dhakal, Rajan Gyawali, Liguo Wang

|Feb 26, 2024
CryoTransformer: a transformer model for picking protein particles from cryo-EM micrographs.

Ashwin Dhakal, Rajan Gyawali, Liguo Wang

|Jan 18, 2024
CryoVirusDB: A Labeled Cryo-EM Image Dataset for AI-Driven Virus Particle Picking.

Rajan Gyawali, Ashwin Dhakal, Liguo Wang

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Frequent Collaborators

10 joint publications

Jianlin Cheng

8 joint publications

Rajan Gyawali