4 papers
Credit Default Prediction with Projected Quantum Feature Models and Ensembles
Andras Ferenczi, Dagen Wang, Mariya Bessonova +8
Accurate prediction of future loan defaults is a critical capability for financial institutions that provide lines of credit. For institutions that issue and manage extensive loan…
Co-optimization of codon usage and mRNA secondary structure using quantum computing
Dimitris Alevras, Mihir Metkar, Triet Friedhoff +5
Co-optimizing mRNA sequences for both codon optimality and secondary structure is crucial for producing stable and efficacious mRNA therapeutics. Codon optimization, which adjusts…
Towards secondary structure prediction of longer mRNA sequences using a quantum-centric optimization scheme
Vaibhaw Kumar, Dimitris Alevras, Mihir Metkar +9
Accurate prediction of mRNA secondary structure is critical for understanding gene expression, translation efficiency, and advancing mRNA-based therapeutics. However, the combinato…
mRNA secondary structure prediction using utility-scale quantum computers
Dimitris Alevras, Mihir Metkar, Takahiro Yamamoto +7
Recent advancements in quantum computing have opened new avenues for tackling long-standing complex combinatorial optimization problems that are intractable for classical computers…