Q&A: How can deep learning improve physics and engineering? - Penn State University

Q&A: How can deep learning improve physics and engineering?  Penn State University

DECODE: deep learning-based common deconvolution framework for various omics data - Nature

DECODE: deep learning-based common deconvolution framework for various omics data  Nature

Deep Learning-Powered Virtual Multiplex Immunostaining of Label-Free - Bioengineer.org

Deep Learning-Powered Virtual Multiplex Immunostaining of Label-Free  Bioengineer.org

New MIT Sloan courses focus on deep learning, generative AI, and financial technology - MIT Sloan

New MIT Sloan courses focus on deep learning, generative AI, and financial technology  MIT Sloan

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  Nature

Q&A: Can mathematics reveal the depth of deep learning AI? - Penn State University

Q&A: Can mathematics reveal the depth of deep learning AI?  Penn State University

Simpler models can outperform deep learning at climate prediction - MIT News

Simpler models can outperform deep learning at climate prediction  MIT News

Deep learning models simultaneously trained on multiple datasets improve base-editing activity pr...

Deep learning models simultaneously trained on multiple datasets improve base-editing activity prediction  Nature

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  Nature

Volumetric localization microscopy with deep learning - Nature

Volumetric localization microscopy with deep learning  Nature

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear bas...

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines  Nature

Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning -...

Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning  Nature

Predicting human mobility flows in cities using deep learning on satellite imagery - Nature

Predicting human mobility flows in cities using deep learning on satellite imagery  Nature

Deep-learning electronic structure calculations - Nature

Deep-learning electronic structure calculations  Nature

Hundred-layer photonic deep learning - Nature

Hundred-layer photonic deep learning  Nature

Deep learning prediction of noise-driven nonlinear instabilities in fibre optics - Nature

Deep learning prediction of noise-driven nonlinear instabilities in fibre optics  Nature

Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology ...

Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology and beyond  Nature

Mammo-AGE: deep learning estimation of breast age from mammograms - Nature

Mammo-AGE: deep learning estimation of breast age from mammograms  Nature

Dynamic differential privacy technique for deep learning models - Scientific Reports - Nature

Dynamic differential privacy technique for deep learning models - Scientific Reports  Nature

Real-time concrete strength monitoring using piezoelectric sensors and deep learning - Nature

Real-time concrete strength monitoring using piezoelectric sensors and deep learning  Nature

Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvan...

Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvant therapy response  Nature

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hid...

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model  Nature

Adaptive stretching of representations across brain regions and deep learning model layers - Nature

Adaptive stretching of representations across brain regions and deep learning model layers  Nature

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors - Nature

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors  Nature

A deep learning based automatic report generator for retinal optical coherence tomography images ...

A deep learning based automatic report generator for retinal optical coherence tomography images  Nature

A deep learning-based multiscale integration of spatial omics with tumor morphology - Nature

A deep learning-based multiscale integration of spatial omics with tumor morphology  Nature

Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoi...

Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoing intra-arterial therapies based on proliferative subtype  Nature

Investigating whether deep learning models for co-folding learn the physics of protein-ligand int...

Investigating whether deep learning models for co-folding learn the physics of protein-ligand interactions  Nature

A fused deep learning approach to transform drug repositioning - Nature

A fused deep learning approach to transform drug repositioning  Nature

An end-to-end deep learning pipeline for hematoma expansion prediction in spontaneous intracerebr...

An end-to-end deep learning pipeline for hematoma expansion prediction in spontaneous intracerebral hemorrhage based on non-contrast computed tomography | npj Digital Medicine  Nature

Integrating protein language and geometric deep learning models for enhanced vaccine antigen pred...

Integrating protein language and geometric deep learning models for enhanced vaccine antigen prediction  Nature

Improving phishing email detection performance through deep learning with adaptive optimization -...

Improving phishing email detection performance through deep learning with adaptive optimization  Nature

Evidential deep learning-based ALK-expression screening using H&E-stained histopathological image...

Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images  Nature

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals ...

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals  Nature

Introducing Nested Learning: A new ML paradigm for continual learning - Google Research

Introducing Nested Learning: A new ML paradigm for continual learning  Google Research

Progress, challenges and future of linguistic neural decoding with deep learning - Nature

Progress, challenges and future of linguistic neural decoding with deep learning  Nature

Enhancing deep learning-based field reconstruction with a differentiable learning framework - Nature

Enhancing deep learning-based field reconstruction with a differentiable learning framework  Nature

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and varia...

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and variant-induced alterations  Nature

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicti...

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study  Nature

Deep learning approach for crop-weed segmentation in peanut cultivation using PSPEdgeWeedNet - Na...

Deep learning approach for crop-weed segmentation in peanut cultivation using PSPEdgeWeedNet  Nature

Deep-learning-based virtual screening of antibacterial compounds - Nature

Deep-learning-based virtual screening of antibacterial compounds  Nature

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis ...

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis using ultrasound imaging  Nature

Assessing the potential of deep learning for protein–ligand docking - Nature

Assessing the potential of deep learning for protein–ligand docking  Nature

Clinical application of deep learning for enhanced multistage caries detection in panoramic radio...

Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographs  Nature

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China - Nature

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China  Nature

Pancancer outcome prediction via a unified weakly supervised deep learning model - Nature

Pancancer outcome prediction via a unified weakly supervised deep learning model  Nature

DLFea4AMPGen de novo design of antimicrobial peptides by integrating features learned from deep l...

DLFea4AMPGen de novo design of antimicrobial peptides by integrating features learned from deep learning models  Nature

Deep learning-based prediction of the selection factors for quantifying selection in immune recep...

Deep learning-based prediction of the selection factors for quantifying selection in immune receptor repertoires  Nature

Deep learning unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  Nature

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based ...

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based templates  Nature

A unified pre-trained deep learning framework for cross-task reaction performance prediction and ...

A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning  Nature

Deep-learning-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  Nature

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer - N...

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer  Nature

Direct video-based spatiotemporal deep learning for cattle lameness detection - Nature

Direct video-based spatiotemporal deep learning for cattle lameness detection  Nature

Development of the machine learning and deep learning models with SHAP strategy for predicting gr...

Development of the machine learning and deep learning models with SHAP strategy for predicting groundwater levels in South Korea  Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis - Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis  Nature

Histopathology-based protein multiplex generation using deep learning - Nature

Histopathology-based protein multiplex generation using deep learning  Nature

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosi...

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosis  Nature

Exploring climate futures with deep learning - Nature

Exploring climate futures with deep learning  Nature

Scalable and lightweight deep learning for efficient high accuracy single-molecule localization m...

Scalable and lightweight deep learning for efficient high accuracy single-molecule localization microscopy  Nature

Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision O...

Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision Oncology  Nature

Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos...

Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos  Nature

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from f...

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos  Nature

Deep-learning structure elucidation from single-mutant deep mutational scanning - Nature

Deep-learning structure elucidation from single-mutant deep mutational scanning  Nature

Deep learning framework using UAV imagery for multi-disease detection in cereal crops - Nature

Deep learning framework using UAV imagery for multi-disease detection in cereal crops  Nature

Deep learning based optimal fish species identification to maximize production in fish ponds - Na...

Deep learning based optimal fish species identification to maximize production in fish ponds  Nature

A deep learning system for detecting silent brain infarction and predicting stroke risk - Nature

A deep learning system for detecting silent brain infarction and predicting stroke risk  Nature

Using deep learning to increase the accuracy of computational chemistry and density functional th...

Using deep learning to increase the accuracy of computational chemistry and density functional theory  Microsoft

Optimization of deep learning architecture based on multi-path convolutional neural network algor...

Optimization of deep learning architecture based on multi-path convolutional neural network algorithm  Nature

Deep learning assessment of metastatic relapse risk from digitized breast cancer histological sli...

Deep learning assessment of metastatic relapse risk from digitized breast cancer histological slides  Nature

Ensemble deep learning with image captioning for visual pollution detection, classification, and ...

Ensemble deep learning with image captioning for visual pollution detection, classification, and reporting  Nature

Accurate de novo design of high-affinity protein-binding macrocycles using deep learning - Nature

Accurate de novo design of high-affinity protein-binding macrocycles using deep learning  Nature

The analysis of landscape design and plant selection under deep learning - Nature

The analysis of landscape design and plant selection under deep learning  Nature

Estimating full-field displacement in biological images using deep learning - Nature

Estimating full-field displacement in biological images using deep learning  Nature

Predicting expression-altering promoter mutations with deep learning - Science | AAAS

Predicting expression-altering promoter mutations with deep learning  Science | AAAS

Enhancing real-time heading estimation for pedestrian navigation via deep learning and smartphone...

Enhancing real-time heading estimation for pedestrian navigation via deep learning and smartphone embedded sensors | Scientific Reports  Nature

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns -...

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns  Nature

Smart deep learning model for enhanced IoT intrusion detection - Nature

Smart deep learning model for enhanced IoT intrusion detection  Nature

Top 10 Deep Learning Algorithms You Should Know in 2026 - Simplilearn.com

Top 10 Deep Learning Algorithms You Should Know in 2026  Simplilearn.com

Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imagi...

Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imaging with uncertainty quantification  Nature

Benchmark dataset and deep learning method for global tropical cyclone forecasting - Nature

Benchmark dataset and deep learning method for global tropical cyclone forecasting  Nature

YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data...

YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data augmentation  Nature

Massive experimental quantification allows interpretable deep learning of protein aggregation - S...

Massive experimental quantification allows interpretable deep learning of protein aggregation  Science | AAAS

Biopsy image-based deep learning for predicting pathologic response to neoadjuvant chemotherapy i...

Biopsy image-based deep learning for predicting pathologic response to neoadjuvant chemotherapy in patients with NSCLC  Nature

Evaluation of machine learning and deep learning algorithms for fire prediction in Southeast Asia...

Evaluation of machine learning and deep learning algorithms for fire prediction in Southeast Asia  Nature

Deep learning-assisted analysis of single-particle tracking for automated correlation between dif...

Deep learning-assisted analysis of single-particle tracking for automated correlation between diffusion and function  Nature

Unified deep learning framework for many-body quantum chemistry via Green’s functions - Nature

Unified deep learning framework for many-body quantum chemistry via Green’s functions  Nature

Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolut...

Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolutionary computation  Nature

Predicting abnormal fetal growth using deep learning - Nature

Predicting abnormal fetal growth using deep learning  Nature

Deep learning classification integrating embryo images with associated clinical information from ...

Deep learning classification integrating embryo images with associated clinical information from ART cycles  Nature

Bridging deep learning force fields and electronic structures with a physics-informed approach - ...

Bridging deep learning force fields and electronic structures with a physics-informed approach  Nature

scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignme...

scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignment with feature links  Nature

Interpretable multitask deep learning model for detecting and analyzing severity of rice bacteria...

Interpretable multitask deep learning model for detecting and analyzing severity of rice bacterial leaf blight  Nature

Deep learning based predictive models for real time accident prevention in autonomous vehicle net...

Deep learning based predictive models for real time accident prevention in autonomous vehicle networks  Nature

Using deep learning to generate key variables in global mitigation scenarios - Nature

Using deep learning to generate key variables in global mitigation scenarios  Nature

Enhanced wind power forecasting using machine learning, deep learning models and ensemble integra...

Enhanced wind power forecasting using machine learning, deep learning models and ensemble integration  Nature

BiaPy: accessible deep learning on bioimages - Nature

BiaPy: accessible deep learning on bioimages  Nature

Model-free estimation of the Cramér–Rao bound for deep learning microscopy in complex media - Nature

Model-free estimation of the Cramér–Rao bound for deep learning microscopy in complex media  Nature

Deep learning-developed multi-light source discrimination capability of stretchable capacitive ph...

Deep learning-developed multi-light source discrimination capability of stretchable capacitive photodetector  Nature

Scoping review of deep learning research illuminates artificial intelligence chasm in otolaryngol...

Scoping review of deep learning research illuminates artificial intelligence chasm in otolaryngology-head and neck surgery  Nature