Ananth Grama

Purdue University West Lafayette — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

46h-index12.8kcitations397works0.32yr avg
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Research Topics

Bioinformatics and Genomic Networks(44), Parallel Computing and Optimization Techniques(32), Electromagnetic Scattering and Analysis(23), Algorithms and Data Compression(23), Distributed and Parallel Computing Systems(22)

Publications397 total

Joint Modeling of Transcriptomic and Morphological Phenotypes for Generative Molecular Design
2026Open Access
Generating Joint Transcriptomic and Morphological Responses to Drug Perturbations via Rectified Flow
2026Open Access
Fault Oblivious Eigenvalue Solver
arXiv (Cornell University)·2025Open Access
Unraveling the dynamics of seizure-like activity in neuronal networks using machine learning
Journal of Neurophysiology·2025Open Access
AnnotateAnyCell: Open-Source AI Framework for Efficient Annotation in Digital Pathology
2025
GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
arXiv (Cornell University)·2025Open Access
Framework for Functional Clustering and Source-to-Sensor Reconstruction of Temporally Evoked Neural Features
2025
Unified Multi-Modal Interactive & Reactive 3D Motion Generation via Rectified Flow
arXiv (Cornell University)·2025Open Access
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
arXiv (Cornell University)·2025Open Access
RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
arXiv (Cornell University)·2025Open Access
Metadata-Based Network Traffic Analysis Using Zeek
2025
CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors
2025
The Evolution of Digital Logistics: A Bibliometric Analysis of Research Frontiers
Proceedings of the ... International Conference on Business Excellence·2025Open Access
mmWave-SAR dataset: large high-resolution heatmap and point cloud dataset for static object detection and other machine-learning applications
2025
More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment
arXiv (Cornell University)·2025Open Access
Load Balancing for Parallel Optimization Techniques
Encyclopedia of Optimization·2025
Expanding Label Sets for Graph Convolutional Networks
Studies in computational intelligence·2025
RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
Open MIND·2025Open Access
Generalized Learning of Coefficients in Spectral Graph Convolutional Networks
2024· 4 cited
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Mehmet Koyutürk(9), Hasan Metin Aktulga(6), Sagar Pandit(6), Suresh Jagannathan(6), Wojciech Szpankowski(5), Vipin Kumar(4), Somali Chaterji(4), Bogdan Cărbunar(4), Shahin Mohammadi(4), Adri C. T. van Duin(3), Joseph Fogarty(3), Shankar Subramaniam(3), Wolfgang Gerlach(3), Travis Harrison(3), Saurabh Bagchi(3), Folker Meyer(3), Naren Ramakrishnan(3), Jan Vítek(3), Murali Ramanathan(3), Eric Jakobsson(3)