共 50 条
Sensitivity of Left Atrial Flow Dynamics to Echocardiographic and Computed Tomography Data
被引:1
作者:

Bshennaty, Ahmad
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA

Vogl, Brennan J.
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA

Saleh, Ghasaq
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA

Sularz, Agata
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA

Alkhouli, Mohamad
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA

Hatoum, Hoda
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA
Michigan Technol Univ, Hlth Res Inst, Houghton, MI 49931 USA
Michigan Technol Univ, Inst Comp & Cybersystems, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA
机构:
[1] Michigan Technol Univ, Dept Biomed Engn, Houghton, MI 49931 USA
[2] Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA
[3] Michigan Technol Univ, Hlth Res Inst, Houghton, MI 49931 USA
[4] Michigan Technol Univ, Inst Comp & Cybersystems, Houghton, MI 49931 USA
关键词:
Boundary conditions;
Echocardiography;
Computed tomography;
Atrial flow;
MESH GENERATION;
CORONARY;
APPENDAGE;
D O I:
10.1007/s12265-025-10598-y
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
Computational simulations are a powerful tool in the understanding, diagnosing, and treatment of cardiovascular diseases. Incomplete clinical data often limits computational assessment, which may lead to inaccuracies. This study aims to assess the sensitivity of left atrial flow dynamics to echocardiographic and computed tomography data. Models of the LA were reconstructed at the E-wave(Geometry 1)and end-diastolic(Geometry 2)phases from CT scans. CFD simulations were carried out using 3 different sets of BCs. BC2 and BC3 presented similar results that were significantly different from BC1. The effect from the choice of geometry was significant with BC2 and BC3 but minor with BC1. Differences in parameters across the simulated cases highlight the importance of using consistent BCs and geometries for CFD studies. Acquiring the pressure in the LA does not seem to be necessary for the accuracy of CFD simulations. Validation of all simulations indicates reliable patient-specific results.
引用
收藏
页码:689 / 701
页数:13
相关论文
共 50 条
[1]
In silico Optimization of Left Atrial Appendage Occluder Implantation Using Interactive and Modeling Tools
[J].
Aguado, Ainhoa M.
;
Olivares, Andy L.
;
Yague, Carlos
;
Silva, Etelvino
;
Nunez-Garcia, Marta
;
Femandez-Quilez, Alvaro
;
Mill, Jordi
;
Genua, Ibai
;
Arzamendi, Dabit
;
De Potter, Tom
;
Freixa, Xavier
;
Camara, Oscar
.
FRONTIERS IN PHYSIOLOGY,
2019, 10

Aguado, Ainhoa M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Olivares, Andy L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Yague, Carlos
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Silva, Etelvino
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Hosp Santa Creu & St Pau, Div Intervent Cardiol, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Nunez-Garcia, Marta
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Femandez-Quilez, Alvaro
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Mill, Jordi
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Genua, Ibai
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

Arzamendi, Dabit
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Hosp Santa Creu & St Pau, Div Intervent Cardiol, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

De Potter, Tom
论文数: 0 引用数: 0
h-index: 0
机构:
Cardiovasc Ctr, Dept Cardiol, Arrhythmia Unit, Aalst, Belgium Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain

论文数: 引用数:
h-index:
机构:

Camara, Oscar
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain Univ Pompeu Fabra, Dept Informat & Commun Technol, PhySense, Barcelona, Spain
[2]
Left atrial appendage: structure, function, and role in thromboembolism
[J].
Al-Saady, NM
;
Obel, OA
;
Camm, AJ
.
HEART,
1999, 82 (05)
:547-554

Al-Saady, NM
论文数: 0 引用数: 0
h-index: 0
机构:
St George Hosp, Sch Med, London SW17 0RE, England St George Hosp, Sch Med, London SW17 0RE, England

Obel, OA
论文数: 0 引用数: 0
h-index: 0
机构:
St George Hosp, Sch Med, London SW17 0RE, England St George Hosp, Sch Med, London SW17 0RE, England

Camm, AJ
论文数: 0 引用数: 0
h-index: 0
机构:
St George Hosp, Sch Med, London SW17 0RE, England St George Hosp, Sch Med, London SW17 0RE, England
[3]
Computational Modeling to Guide Structural Heart Interventions Measure Twice (or Thrice) But Cut Once
[J].
Alkhouli, Mohamad
;
Hatoum, Hoda
;
Piazza, Nicolo
.
JACC-CARDIOVASCULAR INTERVENTIONS,
2023, 16 (06)
:667-669

Alkhouli, Mohamad
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA
Mayo Clin, Sch Med, 200 First St SW, Rochester, MN 55905 USA Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA

Hatoum, Hoda
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol, Dept Biomed Engi neering, Houghton, MI USA Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA

论文数: 引用数:
h-index:
机构:
[4]
The influence of inlet velocity profile on predicted flow in type B aortic dissection
[J].
Armour, Chloe Harriet
;
Guo, Baolei
;
Pirola, Selene
;
Saitta, Simone
;
Liu, Yifan
;
Dong, Zhihui
;
Xu, Xiao Yun
.
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY,
2021, 20 (02)
:481-490

Armour, Chloe Harriet
论文数: 0 引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Guo, Baolei
论文数: 0 引用数: 0
h-index: 0
机构:
Fudan Univ, Zhongshan Hosp, Inst Vasc Surg, Dept Vasc Surg, Shanghai, Peoples R China Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Pirola, Selene
论文数: 0 引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Saitta, Simone
论文数: 0 引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Liu, Yifan
论文数: 0 引用数: 0
h-index: 0
机构:
Fudan Univ, Zhongshan Hosp, Inst Vasc Surg, Dept Vasc Surg, Shanghai, Peoples R China Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Dong, Zhihui
论文数: 0 引用数: 0
h-index: 0
机构:
Fudan Univ, Zhongshan Hosp, Inst Vasc Surg, Dept Vasc Surg, Shanghai, Peoples R China Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England

Xu, Xiao Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England
[5]
Effect of Beta Blockers on the Hemodynamics and Thrombotic Risk of Coronary Artery Aneurysms in Kawasaki Disease
[J].
Asadbeygi, Alireza
;
Lee, Simon
;
Kovalchin, John
;
Hatoum, Hoda
.
JOURNAL OF CARDIOVASCULAR TRANSLATIONAL RESEARCH,
2023, 16 (04)
:852-861

Asadbeygi, Alireza
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Lee, Simon
论文数: 0 引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Dept Pediat, Columbus, OH USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Kovalchin, John
论文数: 0 引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Dept Pediat, Columbus, OH USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Hatoum, Hoda
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA
Michigan Technol Univ, Hlth Res Inst, Ctr Biocomp & Digital Hlth, Houghton, MI 49931 USA
Michigan Technol Univ, Inst Comp & Cybernet, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA
[6]
Predicting hemodynamic indices in coronary artery aneurysms using response surface method: An application in Kawasaki disease
[J].
Asadbeygi, Alireza
;
Lee, Simon
;
Kovalchin, John
;
Hatoum, Hoda
.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE,
2022, 224

Asadbeygi, Alireza
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA

Lee, Simon
论文数: 0 引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Dept Pediat, Columbus, OH USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA

Kovalchin, John
论文数: 0 引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Dept Pediat, Columbus, OH USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA

Hatoum, Hoda
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA
Michigan Technol Univ, Hlth Res Inst, Ctr Biocomp & Digital Hlth, 1400 Townsend Dr, Houghton, MI 49931 USA
Michigan Technol Univ, Inst Comp & Cybernet, 1400 Townsend Dr, Houghton, MI 49931 USA
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, Houghton, MI USA
[7]
Computational Fluid Dynamic Analysis of the Left Atrial Appendage to Predict Thrombosis Risk
[J].
Bosi, Giorgia Maria
;
Cook, Andrew
;
Rai, Rajan
;
Menezes, Leon J.
;
Schievano, Silvia
;
Torii, Ryo
;
Burriesci, Gaetano
.
FRONTIERS IN CARDIOVASCULAR MEDICINE,
2018, 5

Bosi, Giorgia Maria
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, UCL Mech Engn, London, England UCL, UCL Mech Engn, London, England

Cook, Andrew
论文数: 0 引用数: 0
h-index: 0
机构:
UCL Inst Cardiovasc & Sci, London, England
Great Ormond St Hosp Sick Children, London, England UCL, UCL Mech Engn, London, England

Rai, Rajan
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, UCL Mech Engn, London, England UCL, UCL Mech Engn, London, England

Menezes, Leon J.
论文数: 0 引用数: 0
h-index: 0
机构:
NIHR Univ Coll London Hosp, Biomed Res Ctr, London, England UCL, UCL Mech Engn, London, England

Schievano, Silvia
论文数: 0 引用数: 0
h-index: 0
机构:
UCL Inst Cardiovasc & Sci, London, England
Great Ormond St Hosp Sick Children, London, England UCL, UCL Mech Engn, London, England

Torii, Ryo
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, UCL Mech Engn, London, England UCL, UCL Mech Engn, London, England

Burriesci, Gaetano
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, UCL Mech Engn, London, England
Ri MED Fdn, Bioengn Grp, Palermo, Italy UCL, UCL Mech Engn, London, England
[8]
Understanding the role of the left atrial appendage on the flow in the atrium
[J].
Bshennaty, Ahmad
;
Vogl, Brennan J.
;
Bavo, Alessandra Maria
;
Sularz, Agata
;
Kramer, Anders Dahl
;
Jia, Yuheng
;
De Beule, Matthieu
;
Nielsen-Kudsk, Jens Erik
;
De Backer, Ole
;
Alkhouli, Mohamad
;
Hatoum, Hoda
.
CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS,
2024, 104 (06)
:1290-1298

Bshennaty, Ahmad
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Vogl, Brennan J.
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Bavo, Alessandra Maria
论文数: 0 引用数: 0
h-index: 0
机构:
FEops, Ghent, Belgium Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Sularz, Agata
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Kramer, Anders Dahl
论文数: 0 引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Cardiol, Aarhus, Denmark Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Jia, Yuheng
论文数: 0 引用数: 0
h-index: 0
机构:
Copenhagen Univ Hosp, Dept Cardiol, Copenhagen, Denmark Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

De Beule, Matthieu
论文数: 0 引用数: 0
h-index: 0
机构:
FEops, Ghent, Belgium Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Nielsen-Kudsk, Jens Erik
论文数: 0 引用数: 0
h-index: 0
机构:
Aarhus Univ Hosp, Dept Cardiol, Aarhus, Denmark Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

De Backer, Ole
论文数: 0 引用数: 0
h-index: 0
机构:
Copenhagen Univ Hosp, Dept Cardiol, Copenhagen, Denmark Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Alkhouli, Mohamad
论文数: 0 引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Cardiovasc Med, Rochester, MN USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA

Hatoum, Hoda
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA
Michigan Technol Univ, Hlth Res Inst, Ctr Biocomp & Digital Hlth, Houghton, MI USA
Michigan Technol Univ, Inst Comp & Cybersyst, Houghton, MI USA Michigan Technol Univ, Dept Biomed Engn, 1400 Townsend Dr, Houghton, MI 49931 USA
[9]
Patient-specific simulations for planning treatment in congenital heart disease
[J].
Capelli, Claudio
;
Sauvage, Emilie
;
Giusti, Giuliano
;
Bosi, Giorgia M.
;
Ntsinjana, Hopewell
;
Carminati, Mario
;
Derrick, Graham
;
Marek, Jan
;
Khambadkone, Sachin
;
Taylor, Andrew M.
;
Schievano, Silvia
.
INTERFACE FOCUS,
2018, 8 (01)

Capelli, Claudio
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Inst Cardiovasc Sci, London, England
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Sauvage, Emilie
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Inst Cardiovasc Sci, London, England
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Giusti, Giuliano
论文数: 0 引用数: 0
h-index: 0
机构:
NHS Fdn Trust, Great Ormond St Hosp Children, London, England
IRCCS, Policlin San Donato, Dept Paediat Cardiol & Adult Congenital Heart Dis, San Donato Milanese, Italy UCL, Inst Cardiovasc Sci, London, England

Bosi, Giorgia M.
论文数: 0 引用数: 0
h-index: 0
机构:
NHS Fdn Trust, Great Ormond St Hosp Children, London, England
UCL, Dept Mech Engn, London, England UCL, Inst Cardiovasc Sci, London, England

Ntsinjana, Hopewell
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Witwatersrand, CH Baragwanath Hosp, Johannesburg, South Africa UCL, Inst Cardiovasc Sci, London, England

Carminati, Mario
论文数: 0 引用数: 0
h-index: 0
机构:
IRCCS, Policlin San Donato, Dept Paediat Cardiol & Adult Congenital Heart Dis, San Donato Milanese, Italy UCL, Inst Cardiovasc Sci, London, England

Derrick, Graham
论文数: 0 引用数: 0
h-index: 0
机构:
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Marek, Jan
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Inst Cardiovasc Sci, London, England
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Khambadkone, Sachin
论文数: 0 引用数: 0
h-index: 0
机构:
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Taylor, Andrew M.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Inst Cardiovasc Sci, London, England
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England

Schievano, Silvia
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Inst Cardiovasc Sci, London, England
NHS Fdn Trust, Great Ormond St Hosp Children, London, England UCL, Inst Cardiovasc Sci, London, England
[10]
3D computational parametric analysis of eccentric atheroma plaque: influence of axial and circumferential residual stresses
[J].
Cilla, M.
;
Pena, E.
;
Martinez, M. A.
.
BIOMECHANICS AND MODELING IN MECHANOBIOLOGY,
2012, 11 (07)
:1001-1013

Cilla, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain
CIBER BBN, Zaragoza, Spain Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain

Pena, E.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain
CIBER BBN, Zaragoza, Spain Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain

Martinez, M. A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain
CIBER BBN, Zaragoza, Spain Univ Zaragoza, Aragon Inst Engn Res I3A, Zaragoza, Spain