Junyi Gong
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View article: GED‐CRN Breaks the Data Barrier: High‐Fidelity Electron Density Prediction Using Only 19 Training Molecules
GED‐CRN Breaks the Data Barrier: High‐Fidelity Electron Density Prediction Using Only 19 Training Molecules Open
We present GED‐CRN, a 3D convolutional residual network that achieves quantum‐chemical accuracy (MAE ) in predicting electron densities for AIE‐active systems using only 19 training molecules—overcoming the data scarcity bottleneck via spa…
View article: Potential biological roles of exosomal non‐coding <scp>RNAs</scp> in breast cancer
Potential biological roles of exosomal non‐coding <span>RNAs</span> in breast cancer Open
Breast cancer (BC) is one of the most common malignant tumors among women, accounting for 24.5% of all cancer cases and leading to 15.5% of cancer‐related mortality. The treatment of BC patients remains a significant challenge due to the d…
View article: Controlled growth of Pr <sub>1.5</sub>Ba <sub>1.5</sub>Cu <sub>3</sub>O <sub>7</sub> cubes to meliorate the cathode reaction for protonic ceramic fuel cells
Controlled growth of Pr <sub>1.5</sub>Ba <sub>1.5</sub>Cu <sub>3</sub>O <sub>7</sub> cubes to meliorate the cathode reaction for protonic ceramic fuel cells Open
Efforts to improve the performance of protonic ceramic fuel cells (PCFCs) have been hampered by the limited availability of cathode materials with high activity and durability. One potential approach to enhance electrocatalytic performance…
View article: Back Cover: Au···I coinage bonds: Boosting photoluminescence efficiency and solid‐state molecular motion
Back Cover: Au···I coinage bonds: Boosting photoluminescence efficiency and solid‐state molecular motion Open
View article: Association of life’s essential 8 with all-cause and cause-specific mortality in metabolic dysfunction-associated steatotic liver disease
Association of life’s essential 8 with all-cause and cause-specific mortality in metabolic dysfunction-associated steatotic liver disease Open
View article: Adherence to Life's Essential 8 is associated with reduced all-cause and cause-specific mortality in individuals with metabolic dysfunction-associated steatotic liver disease: evidence from NHANES 2005-2018
Adherence to Life's Essential 8 is associated with reduced all-cause and cause-specific mortality in individuals with metabolic dysfunction-associated steatotic liver disease: evidence from NHANES 2005-2018 Open
The American Heart Association updated the cardiovascular health (CVH) assessment tool, the Life's Essential 8 (LE8). Metabolic dysfunction-associated steatotic liver disease (MASLD) is now the most common chronic liver disease worldwide a…
View article: Deciphering Design of Aggregation‐Induced Emission Materials by Data Interpretation
Deciphering Design of Aggregation‐Induced Emission Materials by Data Interpretation Open
This work presents a novel methodology for elucidating the characteristics of aggregation‐induced emission (AIE) systems through the application of data science techniques. A new set of chemical fingerprints specifically tailored to the ph…
View article: Complex‐mediated nucleophilic aromatic substitution with aryl nitriles to realize intramolecular flapping‐restricted D‐A AIEgens for bioimaging
Complex‐mediated nucleophilic aromatic substitution with aryl nitriles to realize intramolecular flapping‐restricted D‐A AIEgens for bioimaging Open
Donor‐acceptor (D‐A) compounds are particularly important in optoelectronic and biological applications. However, they are normally synthesized in the presence of transition metal catalysts. Herein, we report a metal‐free method by a compl…
View article: The environments lead the pas de deux of ESIPT and ICT process in a fluorescent compound
The environments lead the pas de deux of ESIPT and ICT process in a fluorescent compound Open
This study presents a methodology for regulating the dynamic behavior of a particular excited state of a compound through the manipulation of its surrounding environment. We have developed a compound that incorporates substructures exhibit…
View article: Au···I coinage bonds: Boosting photoluminescence efficiency and solid‐state molecular motion
Au···I coinage bonds: Boosting photoluminescence efficiency and solid‐state molecular motion Open
Coinage bonds, a type of noncovalent interaction, occur between group 11 elements (Au, Ag, and Cu) with electron donor groups. Despite theoretical validation, empirical evidence remains limited. In this study, an aggregation‐induced emissi…
View article: A new class of organic nanoparticles through hyperbranching and crosslinking
A new class of organic nanoparticles through hyperbranching and crosslinking Open
View article: Au···I Coinage Bonds: Boosting the Efficiency of Photoluminescence and Solid-State Molecular Motion
Au···I Coinage Bonds: Boosting the Efficiency of Photoluminescence and Solid-State Molecular Motion Open
Coinage bonds, a type of non-covalent interaction, occur between group 11 elements (Au, Ag, Cu) with electron donor groups. Despite theoretical validation, empirical evidence has been limited. In this study, an AIE-active gold(I) complex, …
View article: Photo‐induced <i>Bacillus subtilis</i>‐spore transformation for bowel disease therapy and therapeutic outcome visualization
Photo‐induced <i>Bacillus subtilis</i>‐spore transformation for bowel disease therapy and therapeutic outcome visualization Open
Efficient strategies for transforming Bacillus subtilis vegetative cells into spores (BtS transformation) are still limited, although they show promise for the treatment of inflammatory bowel disease (IBD). A novel, simple, and rapid photo…
View article: Room Temperature Phosphorescent Nanofiber Membranes by Bio‐Fermentation
Room Temperature Phosphorescent Nanofiber Membranes by Bio‐Fermentation Open
Stimuli‐responsive materials exhibiting exceptional room temperature phosphorescence (RTP) hold promise for emerging technologies. However, constructing such systems in a sustainable, scalable, and processable manner remains challenging. T…
View article: Room Temperature Phosphorescent Nanofiber Membranes by Bio-fermentation
Room Temperature Phosphorescent Nanofiber Membranes by Bio-fermentation Open
Stimuli-responsive materials exhibiting exceptional room temperature phosphorescence (RTP) hold promise for emerging technologies. However, constructing such systems in a sustainable, scalable, and processable manner remains challenging. T…
View article: Ameliorating La<sub>0.5</sub>Sr<sub>1.5</sub>MnO<sub>4</sub> with Ni-doping to enhance cathode electrocatalysis for proton-conducting solid oxide fuel cells
Ameliorating La<sub>0.5</sub>Sr<sub>1.5</sub>MnO<sub>4</sub> with Ni-doping to enhance cathode electrocatalysis for proton-conducting solid oxide fuel cells Open
Ni-doping introduces more oxygen vacancies and newly effective Ni 2+– O–Ni 3+ electron-hopping transition paths, enhancing electrocatalysis, oxygen/proton diffusion and surface exchange, and thus LSMN cell outputs 1342 and 668 mW cm −2 at …
View article: Environmentally Friendly and Stimuli-responsive Room Temperature Phosphorescence Nanofiber Membranes Constructed by Bio-fermentation
Environmentally Friendly and Stimuli-responsive Room Temperature Phosphorescence Nanofiber Membranes Constructed by Bio-fermentation Open
Stimuli-responsive materials that exhibit ultralong room temperature phosphorescence (RTP) are highly sought after, however, designing and preparing these materials in an environmentally friendly, scalable, and easy-to-process manner has r…
View article: Environmentally Friendly and Stimuli-responsive Room Temperature Phosphorescence Nanofiber Membranes Constructed by Bio-fermentation Featuring Versatile Functionality
Environmentally Friendly and Stimuli-responsive Room Temperature Phosphorescence Nanofiber Membranes Constructed by Bio-fermentation Featuring Versatile Functionality Open
Stimuli-responsive materials that exhibit ultralong room temperature phosphorescence (RTP) are highly sought after, however, designing and preparing these materials in an environmentally friendly, scalable, and easy-to-process manner has r…
View article: Free Radical‐Mediated Photocyclization of Triphenylphosphindole Oxides for Photoactivated and Self‐Reported Lipid Peroxidation
Free Radical‐Mediated Photocyclization of Triphenylphosphindole Oxides for Photoactivated and Self‐Reported Lipid Peroxidation Open
Photocyclization is demonstrated as a powerful tool for building complicated polycyclic molecules. And efficient photocyclization is competent as an artful strategy to develop photo‐responsive smart materials. Herein, an efficient free rad…
View article: CCDC 2210453: Experimental Crystal Structure Determination
CCDC 2210453: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: Natural Coumarin Isomers with Dramatically Different AIE Properties: Mechanism and Application
Natural Coumarin Isomers with Dramatically Different AIE Properties: Mechanism and Application Open
Aggregation-induced emission luminogens (AIEgens) are of great importance in optoelectronics and biomedical fields. However, the popular design philosophy by combining rotors with traditional fluorophores limits the imagination and structu…
View article: CCDC 2183420: Experimental Crystal Structure Determination
CCDC 2183420: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: CCDC 2183421: Experimental Crystal Structure Determination
CCDC 2183421: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: Polarity‐triggered anti‐Kasha system for high‐contrast cell imaging and classification
Polarity‐triggered anti‐Kasha system for high‐contrast cell imaging and classification Open
Kasha's rule, which states that all exciton emissions occur from the lowest excited state and are independent of excitation energy, makes high‐energy excitons difficult to use and severely hinders the widespread applications of organic pho…
View article: ASBase: The universal database for aggregate science
ASBase: The universal database for aggregate science Open
This paper reports the first universal and versatile database on aggregate materials for the field of aggregate science research. At the current stage, the database ( http://119.91.135.188:8080/ ) contains over 1000 entries of organic aggr…
View article: Aggregation‐induced conversion from TADF to phosphorescence of gold(I) complexes with millisecond lifetimes
Aggregation‐induced conversion from TADF to phosphorescence of gold(I) complexes with millisecond lifetimes Open
Long‐lived luminescent materials possess wide application prospects in various areas, but their constructions still face a huge challenge, especially the achievement in solution. Manipulating aggregate is an effective method to attain intr…
View article: Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates
Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates Open
While machine-learning methods indicated good adaptability for machine-learning algorithms in the pan-chemistry field by its breakthroughs in pharmacy. Materials research still benefits from such new techniques fewer due to the inconsisten…
View article: Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates
Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates Open
While machine-learning methods indicated good adaptability for machine-learning algorithms in the pan-chemistry field by its breakthroughs in pharmacy. Materials research still benefits from such new techniques fewer due to the inconsisten…
View article: Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates
Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates Open
While machine-learning methods indicated good adaptability for machine-learning algorithms in the pan-chemistry field by its breakthroughs in pharmacy. Materials research still benefits from such new techniques fewer due to the inconsisten…
View article: Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates
Bring Chemical Intuition to Chips: Transferable Chemical-intuitive Model to Predict Photophysics of Organic Aggregates Open
While machine-learning methods indicated good adaptability for machine-learning algorithms in the pan-chemistry field by its breakthroughs in pharmacy. Materials research still benefits from such new techniques fewer due to the inconsisten…