TrialR: critical enablers and the need for reusable Rare Disease Clinical Trial infrastructure in Western Australia. [PDF]
MacDonald B +5 more
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
The Case for Master Protocols for Rare Neurological Diseases. [PDF]
Vermilion J +8 more
europepmc +1 more source
This study develops an MMP‐9‐responsive protein release system that transforms resident cells into drug depots through in situ genetic engineering. Anchored to the membrane, the therapeutic protein TIMP1 is selectively released upon MMP‐9 cleavage.
Yuan Zhang +11 more
wiley +1 more source
Oncology drug development in the UK: analysis of the past 25 years and focus on the 2026 reboot of the clinical trial regulatory framework. [PDF]
Czajka-Francuz P +24 more
europepmc +1 more source
A Review on Sustainable Development Goal 9: Industry, Innovation, and Infrastructure
openaire +2 more sources
By overcoming the fixed‐path limitations of conventional machine learning, a heterogeneous graph neural network fundamentally reconstructs material data representation. Integrating variable processing sequences with intrinsic elemental features, this framework enables exploratory optimization across high‐dimensional spaces.
Jie Yin +12 more
wiley +1 more source
The innovation disconnect: Can artificial intelligence finally align academic discovery with industry needs? [PDF]
Singh PK.
europepmc +1 more source
Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Advancing Regulatory Adoption of New Approach Methodologies. [PDF]
Florian J +7 more
europepmc +1 more source

