Research
Publications
SiMologics is built on a strong foundation of peer-reviewed research spanning antibody engineering, nanoparticle conjugation, photothermal cancer therapy, structural biology, and machine learning-driven materials analysis. Selected publications are listed below.
Selected Research Contributions
- 2025
Machine learning-driven nanoparticle toxicity
Machine LearningNanoparticle ToxicityRead paper - 2025
Specific surface area (SSA) of perovskites with uncertainty estimation approach
Materials ScienceMachine LearningRead paper - 2024
Exploiting the Fc base of IgG antibodies to create functional nanoparticle conjugates
Antibody EngineeringNanoparticle ConjugationRead paper - 2023
Recent Advances in Photothermal Therapies Against Cancer and the Role of Membrane Transporter Modulators on the Efficacy of This Approach
Photothermal TherapyCancer TreatmentRead paper - 2021
Structural Analysis of Anti-Hapten Antibodies to Identify Long-Range Structural Movements Induced by Hapten Binding
Antibody StructureMolecular BiosciencesRead paper - 2020
Biotherapeutic Antibodies for the Treatment of Head and Neck Cancer: Current Approaches and Future Considerations of Photothermal Therapies
Head and Neck CancerBiotherapeutic AntibodiesRead paper - 2020
Antibody-protein binding and conformational changes: identifying allosteric signalling pathways to engineer a better effector response
Antibody EngineeringAllosteric SignallingRead paper - 2019
Photothermal Approach to Treat Head and Neck Cancer
Photothermal TherapyHead and Neck CancerRead paper