Invited Paper.- Linear Temporal Logic - - From Infinite to Finite Horizon.- Automata Theory.- Determinization and Limit-determinization of Emerson-Lei automata.- Automatic discovery of fair paths in infinite-state transition systems.- Certifying DFA Bounds for Recognition and Separation.- Machine Learning for Formal Methods.- AALpy: An Active Automata Learning Library.- Learning Linear Temporal Properties from Noisy Data: A MaxSAT-based Approach.- Mining Interpretable Spatio-temporal Logic Properties for Spatially Distributed Systems.- Theorem Proving and Tools.- A Formal Semantics of the GraalVM Intermediate Representation.- A Verified Decision Procedure for Orders in Isabelle/HOL.- PJBDD: A BDD Library for Java and Multi-Threading.- Model Checking.- Live Synthesis.- Faster Pushdown Reachability Analysis with Applications in Network Verification.- Verifying Verified Code.- Probabilistic Analysis.- Probabilistic causes in Markov Chains.- TEMPEST - Synthesis Tool for Reactive Systems and Shields in Probabilistic Environments.- AQUA: Automated Quantized Inference for Probabilistic Programs.- Software and Hardware Verification.- Proving SIFA Protection of Masked Redundant Circuits.- Verification by Gambling on Program Slices.- Runtime Enforcement of Hyperproperties.- System Synthesis and Approximation.- Compositional Synthesis of Modular Systems.- Event-B Refinement for Continuous Behaviours Approximation.- Incorporating Monitors in Reactive Synthesis without Paying the Price.- Verification of Machine Learning.- pyNever: a Framework for Learning and Verification of Neural Networks.- Property-Directed Verification and Robustness Certification of Recurrent Neural Networks.