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Lancaster_Quantum /
Q3AS-Delaunay-Hybrid-Optimization
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algorithm
str
authors
str
backend
str
best_energy
f64
beta
f64
boundary_edge_constraint
str
circuit_depth_before_transpile
u64
circuit_format
str
cost_function
str
description
str
doi
str
filtered_states
u64
gamma
f64
internal_edge_constraint
str
license
str
linear_terms
str
n_linear_terms
u64
n_points
u64
n_quadratic_terms
u64
n_qubits
u64
n_triangles_selected
u64
optimization_level
u64
penalty_factor
u64
processor
str
qaoa_reps
u64
quadratic_coupling_range_max
f64
quadratic_coupling_range_min
f64
qubit_map
str
qubo_file
str
raw_states
u64
selected_triangles
str
shots
u64
source_files
str
tags
str
timestamp
str
QAOA + Maxwell Demon
Cruz Nelson Sanchez, Lancaster_Quantum
ibm_fez
-20,999.173321207665
1
exactly 1 triangle per hull edge — penalty (sum-1)^2
32
OpenQASM 2.0
Musin Energy
Hybrid QAOA & Musin Energy for Delaunay Triangulation on IBM Quantum ibm_fez. Maxwell Demon post-processing filters noisy bitstrings using QUBO energy threshold. 10 qubits encode all possible triangles for 5 input points.
2603.D52P9
970
1
exactly 2 triangles per internal edge — penalty (sum-2)^2
Apache-2.0
{"0":-13999.987,"1":-11999.977,"2":-11999.751,"3":-11999.993,"4":-11999.901,"5":-13999.980,"6":-4999.953,"7":-4999.653,"8":-4999.698,"9":-4999.910}
10
5
30
10
8
3
1,000
Heron r2 (156q)
1
4,000
2,000
{"0":[0,1,2],"1":[0,1,3],"2":[0,1,4],"3":[0,2,3],"4":[0,2,4],"5":[0,3,4],"6":[1,2,3],"7":[1,2,4],"8":[1,3,4],"9":[2,3,4]}
qubo_export_delaunay.qubo
970
[[0,1,2],[0,1,3],[0,1,4],[0,2,3],[0,2,4],[1,2,4],[1,3,4],[2,3,4]]
4,096
quantum_delaunay_exp.py, quantum_delaunay_ibm_demon.py
delaunay-topology-test,maxwell-demon-v3
20260330-075952
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