Comparative Analysis of Model‐Agnostic Explanation Methods in Materials Science
Advanced Intelligent Systems, EarlyView.To address the critical lack of explainable artificial intelligence (XAI) benchmarks in materials science, we present a quantitative and qualitative analysis of six XAI methods applied to molecular fingerprints. Our results reveal significant discrepancies in feature importance rankings, demonstrating that the chosen explanation approach introduces ...
Anna Przybyłowska +7 more
wiley +1 more source
Multiple Ponte osteotomies with low implant density: Is it enough for correction of Scheuermann's kyphosis? [PDF]
J Craniovertebr Junction SpineElnagar AAAK +3 more
europepmc +1 more source
A Bioinspired Underwater Soft Robot for Active Intravesical Liquid Delivery and Mixing
Advanced Intelligent Systems, EarlyView.A bioinspired underwater soft robot is reported that integrates an elastic strain energy‐driven soft robotic pump with a programmable flexible magnetic valve, enabling remotely controlled, programmable, and sustained liquid release and mixing. This functionality is enabled by the synergistic integration of elastic strain energy‐driven pumping and ...
Jacob Katona +7 more
wiley +1 more source
Multipurpose Sensor Based on a Polymethacrylate Matrix Nanocomposite with Immobilized Gold Nanoparticles for the Determination of Environmental Pollutants. [PDF]
Polymers (Basel)Kuznetsova DE +4 more
europepmc +1 more source
Beyond Cardiorenal Risk Factors: The Prognostic Role of Frailty in Acute Heart Failure. [PDF]
Medicina (Kaunas)Aletras G +8 more
europepmc +1 more source
Ovulation induction versus artificial cycles in polycystic ovary syndrome: higher live birth rate but elevated gestational diabetes risk. [PDF]
BMC Pregnancy ChildbirthXie J, Shi J, Liu X.
europepmc +1 more source
High-performance broadband, low-cost metal-semiconductor-metal π-SnS/Si photodetector. [PDF]
RSC AdvMahdi MS +7 more
europepmc +1 more source