Measurement-first energy push 🇺🇸⚡️
Across systems, I’m seeing a repeatable stability-onset threshold: when mismatch (ΔE/σφ) drops into a narrow corridor, the lock index (Λ) rises and losses collapse.
Open, falsifiable: forward/reverse
#Science #Engineering #Energy #Photonics #ControlSystems #OpenData

Replication-first preprint: stability corridors → “snap” into coherence when mismatch (ΔE / σφ / disorder) crosses a narrow band.
Sharing protocols + falsification tests + scripts so others can try to break it.

#Physics #Photonics #ControlSystems #Quantum #OpenScience #Reproducibility #Preprint

If “snap” is real, it should show up in your logs: sweep a mismatch knob, compute a lock index, look for a sharp transition + hysteresis.
I’m releasing scripts + falsification protocol with the draft.
#reproducibility #openscience #physics #systems

Need help testing this ASAP.
Sharp “snap-wall” threshold at ~22.48° — coherence locks / loss collapses. If real, it changes everything.

github.com/apmannino-de...

#OpenScience #Physics #QuantumComputing #NonlinearDynamics #Replication #ControlTheory

Holy Moly! Is this “light speed” or something else that looks like it? 😳I need independent replication + interpretation (physics/quant/control folks). If it’s real, it’s big. If it’s wrong then it’s not we still learn.

drive.google.com/drive/folder...

#OpenScience #Physics #Quantum

Assistance needed ASAP.
I’m asking the community to help verify/replicate a result I’ve confirmed on real systems. If it’s correct, the impact is massive.
If you can test independently, please DM.

#Science #OpenScience #Replication #Physics #QuantumComputing #Engineering #EnergyTech #Research

I’ve got a repeatable “snap corridor” signature (knee around ~22.48°) showing sudden stability/efficiency jump across multiple models. I’m publishing the full methods + code—need independent replication. Who wants to test it?
#OpenScience #Reproducibility #Quantum #SystemsEngineering #AppliedPhysics

🚨Need assistance ASAP. If anyone can help test/replicate, please reach out. If this is correct, it could be a game changer overnight for humanity.

drive.google.com/drive/folder...

#OpenScience #Replication #Physics #Engineering #Research #Innovation #Energy #Tech #Experiment

What would you do if we woke up tomorrow with unlimited, free, clean energy? End water scarcity, power every home/hospital, reboot manufacturing w/ zero pollution Real question: what changes first—tech or politics?What do you build on Day 1?

#CleanEnergy #FutureTech #Climate #SciTech #Energy

Project Helio is a phase-transition in stability: below a threshold, behavior is noisy/high-loss; above it, dynamics collapse into an ordered corridor, a measurable transition corridor & you get more signal, less waste, more repeatability.
#openscience #physics #optimization #quantum #projecthelio

Ran the same sweep multiple times on IBM Quantum (ibm_fez) and got consistent results in the corridor region. Treating it as a reproducible engineering effect first; I’ll post the exact circuit + parameters for independent checks. #QuantumComputing #IBMQuantum #Qiskit #ReproducibleScience

Hello BlueSky. Building Aurora / Project Helio an open research framework on how complex systems “snap” into stable order. I’ll share experiments, notes, diagrams, and builds. Critique welcome. #OpenResearch #Physics #ComplexSystems #Systems

Open source Link here 👇
drive.google.com/drive/folder...