Noncontact dielectric constant metrology of low-k interconnect films using a near-field scanned microwave probe

Similar documents
Noncontact electrical metrology of Cu/low-k interconnect for semiconductor production wafers

Nanometer-Scale Materials Contrast Imaging with a Near-Field Microwave Microscope

Near-Field Microwave Microscopy on nanometer length scales

Near-field microwave microscopy on nanometer length scales

Calibration of Shielded Microwave Probes Using Bulk Dielectrics

Modelling a Resonant Near Field Scanning Microwave Microscope (RNSMM) Probe

On The Center for Superconductivity Research The Scanning Near-Field Microwave Microscope

GHZ ELECTRICAL PROPERTIES OF CARBON NANOTUBES ON SILICON DIOXIDE MICRO BRIDGES

Analytical Optimization of High Performance and High Quality Factor MEMS Spiral Inductor

The Wire EE141. Microelettronica

Basic Laboratory. Materials Science and Engineering. Atomic Force Microscopy (AFM)

MICRO-SCALE SHEET RESISTANCE MEASUREMENTS ON ULTRA SHALLOW JUNCTIONS

Electrical Characterization of 3D Through-Silicon-Vias

Physics 3211: Electromagnetic Theory (Tutorial)

Structural dynamics of PZT thin films at the nanoscale

Frequency dispersion effect and parameters. extraction method for novel HfO 2 as gate dielectric

Technology Brief 9: Capacitive Sensors

arxiv:cond-mat/ v1 [cond-mat.mtrl-sci] 26 Mar 2002

SUPPLEMENTARY NOTES Supplementary Note 1: Fabrication of Scanning Thermal Microscopy Probes

Development of a nanostructural microwave probe based on GaAs

Agilent Technologies. Scanning Microwave Microscopy (SMM)

SUPPLEMENTARY INFORMATION

The Effect of Cooling Systems on HTS Microstrip Antennas

Sensitivity of surface resistance measurement of HTS thin films by cavity resonator, dielectric resonator and microstrip line resonator

ELECTROMAGNETIC MODELING OF THREE DIMENSIONAL INTEGRATED CIRCUITS MENTOR GRAPHICS

Scanning capacitance spectroscopy of an Al x Ga 1Àx NÕGaN heterostructure field-effect transistor structure: Analysis of probe tip effects

Electrostatics of Nanowire Transistors

The Wire. Digital Integrated Circuits A Design Perspective. Jan M. Rabaey Anantha Chandrakasan Borivoje Nikolic. July 30, 2002

CHAPTER 5 FIXED GUIDED BEAM ANALYSIS

Objective: Competitive Low-Cost Thin-Film Varactor Technology. Integrated Monolithic Capacitors using Sputtered/MOCVD material on low-cost substrates

Integrating MEMS Electro-Static Driven Micro-Probe and Laser Doppler Vibrometer for Non-Contact Vibration Mode SPM System Design

A. Optimizing the growth conditions of large-scale graphene films

A comparison of the defects introduced during plasma exposure in. high- and low-k dielectrics

MINIMIZING REFLECTION AND FOCUSSING OF INCIDENT WAVE TO ENHANCE ENERGY DEPOSITION IN PHOTODETECTOR S ACTIVE REGION

Effects from the Thin Metallic Substrate Sandwiched in Planar Multilayer Microstrip Lines

STM: Scanning Tunneling Microscope

Digital Integrated Circuits. The Wire * Fuyuzhuo. *Thanks for Dr.Guoyong.SHI for his slides contributed for the talk. Digital IC.

Equivalent Circuit Model Extraction for Interconnects in 3D ICs

Scanning Tunneling Microscopy

Retract. Press down D RG MG LG S. Recess. I-V Converter VNA. Gate ADC. DC Bias. 20 mk. Amplifier. Attenuators. 0.

Experiment FT1: Measurement of Dielectric Constant

Supplementary material for High responsivity mid-infrared graphene detectors with antenna-enhanced photo-carrier generation and collection

Wafer Charging in Process Equipment and its Relationship to GMR Heads Charging Damage

A Method to Extract Dielectric Parameters from Transmission Lines with Conductor Surface Roughness at Microwave Frequencies

TECHNO INDIA BATANAGAR

Resistance Thermometry based Picowatt-Resolution Heat-Flow Calorimeter

Nanoelectronics. Topics

Carbon Nanotubes in Interconnect Applications

Sensors and Metrology. Outline

Accurate Modeling of Spiral Inductors on Silicon From Within Cadence Virtuoso using Planar EM Simulation. Agilent EEsof RFIC Seminar Spring 2004

Joshua Whittam, 1 Andrew L. Hector, 1 * Christopher Kavanagh, 2 John R. Owen 1 and Gillian Reid 1

EE141-Spring 2008 Digital Integrated Circuits EE141. Announcements EECS141 EE141. Lecture 24: Wires

IPC-TM-650 TEST METHODS MANUAL

Technique for the electric and magnetic parameter measurement of powdered materials

Title of file for HTML: Supplementary Information Description: Supplementary Figures and Supplementary References

Institute for Electron Microscopy and Nanoanalysis Graz Centre for Electron Microscopy

COMPARATIVE ANALYSIS OF CARBON NANOTUBES AS VLSI INTERCONNECTS

3-1-2 GaSb Quantum Cascade Laser

Nanoscale microwave microscopy using shielded cantilever probes

Control of the fabrication process for the sensors of the CMS Silicon Strip Tracker. Anna Macchiolo. CMS Collaboration

Effects of plasma treatment on the precipitation of fluorine-doped silicon oxide

CORRELATION BETWEEN HOT PLATE EMISSIVITY AND WAFER TEMPERATURE AT LOW TEMPERATURES

Capacitors (Chapter 26)

A) n 1 > n 2 > n 3 B) n 1 > n 3 > n 2 C) n 2 > n 1 > n 3 D) n 2 > n 3 > n 1 E) n 3 > n 1 > n 2

SUPPLEMENTARY INFORMATION

This section reviews the basic theory of accuracy enhancement for one-port networks.

ABSTRACT. Keywords: MEMS, Electrostatic, Repulsive force, Cantilever, IR Sensor, Casimir Force, Finite element analysis 1.

What are Carbon Nanotubes? What are they good for? Why are we interested in them?

MEASURE THE COMPLEX PERMEABILITY OF FER- ROMAGNETIC THIN FILMS: COMPARISON SHORTED MICROSTRIP METHOD WITH MICROSTRIP TRANS- MISSION METHOD

A NEW APPROACH TOWARDS PROPERTY NANOMEASUREMENTS USING IN-SITU TEM

PDN Planning and Capacitor Selection, Part 1

EE141-Spring 2007 Digital Integrated Circuits. Administrative Stuff. Last Lecture. Wires. Interconnect Impact on Chip. The Wire

Agenda for Today. Elements of Physics II. Capacitors Parallel-plate. Charging of capacitors

Simulation of the Impedance Response of Thin Films as a Function of Film Conductivity and Thickness

CHAPTER 4 DESIGN AND ANALYSIS OF CANTILEVER BEAM ELECTROSTATIC ACTUATORS

Electromagnetics in COMSOL Multiphysics is extended by add-on Modules

SUPPORTING INFORMATION: Titanium Contacts to Graphene: Process-Induced Variability in Electronic and Thermal Transport

Measuring the Capacitance of Individual Semiconductor Nanowires for Carrier

Microstrip Coupler with Complementary Split-Ring Resonator (CSRR)

CHARACTERIZING PROCESS SEMICONDUCTOR THIN FILMS WITH A CONFOCAL MICRO X-RAY FLUORESCENCE MICROSCOPE

Quantitative Scanning Capacitance Spectroscopy on GaAs and InAs Quantum Dots

JUNCTION LEAKAGE OF A SiC-BASED NON-VOLATILE RANDOM ACCESS MEMORY (NVRAM) K. Y. Cheong ABSTRACT INTRODUCTION

Transmission-Reflection Method to Estimate Permittivity of Polymer

Analysis and Measurement of Forces in an Electrowetting-Driven Oscillator

(a) (b) Supplementary Figure 1. (a) (b) (a) Supplementary Figure 2. (a) (b) (c) (d) (e)

A Broadband Flexible Metamaterial Absorber Based on Double Resonance

Carbonized Electrospun Nanofiber Sheets for Thermophones

Enhancing the Performance of Organic Thin-Film Transistor using a Buffer Layer

Terahertz sensing and imaging based on carbon nanotubes:

Self-study problems and questions Processing and Device Technology, FFF110/FYSD13

TRANSVERSE SPIN TRANSPORT IN GRAPHENE

Evaluation of Capacitance in Motor Circuit Analysis Findings. Howard W Penrose, Ph.D., CMRP President, SUCCESS by DESIGN

Thermal characterization of Au-Si multilayer using 3- omega method

SUPPLEMENTARY INFORMATION

single-electron electron tunneling (SET)

Module 26: Atomic Force Microscopy. Lecture 40: Atomic Force Microscopy 3: Additional Modes of AFM

A New Method for VHF/UHF Characterization of Anisotropic Dielectric Materials

Outline of College Physics OpenStax Book

Wafer-Scale Single-Domain-Like Graphene by. Defect-Selective Atomic Layer Deposition of

Analysis of TSV-to-TSV Coupling with High-Impedance Termination in 3D ICs

Transcription:

Noncontact dielectric constant metrology of low-k interconnect films using a near-field scanned microwave probe Vladimir V. Talanov, a) André Scherz, Robert L. Moreland, and Andrew R. Schwartz Neocera, Inc., 10000 Virginia Manor Road, Beltsville, MD 20705 We present a method for noncontact, noninvasive measurements of dielectric constant, k, of 100-nm- to 1.5-μm-thick blanket low-k interconnect films on up to 300 mm in diameter wafers. The method has about 10 micron sampling spot size, and provides <0.3% precision and ±2% accuracy for k-value. It is based on a microfabricated near-field scanned microwave probe formed by a 4 GHz parallel strip transmission line resonator tapered down to a few-micron tip size. a) Electronic mail: talanov@neocera.com 1

Operating performance of today s advanced integrated circuits (ICs) is often dominated by interconnect the multilayer structure consisting of up to ten levels of metal (e.g. Cu) wiring separated by interlevel dielectric (ILD) that distributes clock and other signals and provides power/ground for the various systems in the chip. To reduce the delay times, crosstalk and power consumption in this wiring system, low dielectric constant ILDs with k<4 are being implemented to replace SiO 2 (the microelectronics community had adopted k for the relative dielectric constant in contrast to ε r used in the scientific community) [1]. However, these new low-k materials pose significant integration and characterization challenges, such as low mechanical strength and stability, and sensitivity of the dielectric constant to various processing steps [2]. Hence, electrical evaluation of low-k dielectrics in both process development and IC production is a key issue [1]. There are three area-capacitor methods for electrical characterization of blanket low-k films, where one electrode is placed directly on the film surface, while the substrate (e.g., Si wafer) serves as a second electrode. Mercury probe provides a quick estimate of k-value, however its accuracy is questionable due to interaction between Hg and porous dielectrics [1]; probe-sample cross-contamination is an issue as well. Metal-Insulator-Silicon capacitor is accurate down to 2%, but destructive and time consuming (requires electrode patterning) [1]. The Corona discharge/kelvin probe method that had been traditionally employed to characterize gate oxides [3] is now being applied to low-k films as well [2], but there is some concern that the charge deposition may cause sample damage. While noncontact, the method is invasive since a water rinse is needed to remove the charge from the wafer. None of the above methods is appropriate for porous low-k materials. Thus, rapid, noncontact techniques with smaller spot size are desired for dielectric constant metrology of blanket low-k films. Such a method based on our near-field scanned microwave probe (NSMP) [4] is demonstrated here. In the past decade NSMPs have emerged as an approach to non-destructive imaging of materials electrodynamic properties on sub-micron length-scales [5-10]. However, apart from our preliminary study [11] there has been only a single report of dielectric constant measurements of low-k films with an evanescent microwave probe [12]. This work utilized a 100-micron tip in physical contact with the sample and for a variety of blanket low-k samples the probe resonant frequency shift was shown to scale with the film thickness divided by k-value. No precision and accuracy for the extracted k-values were reported. 2

We review some basic shortcomings of the existing NSMPs that have likely limited their use in the study of low-k dielectrics. First, until recently [4, 8, 13] most probes have been lacking an active tip-sample distance control mechanism, which is crucial since the near-field probe response is extremely sensitive to this lift-off distance [14]. Second, since the near-zone field distribution depends strongly on the antenna geometry [15], even a slight but inevitable imperfection in the probe shape and/or alignment with respect to the sample substantially changes the interaction with the sample. This makes it virtually impossible to rely entirely on calculations to accurately deduce the sample permittivity from measured results. In addition, only the simplest geometries, such as a metallic sphere [16, 17] or a flush open end of a coaxial transmission line [14], can be solved analytically. A semi-empirical approach, on the other hand, employs standard samples with known properties to create a calibration data set and find the properties of samples under test by converting the measured quantity into the unknown value via some interpolation scheme [5 8, 11, 12]. For thin (e.g., few hundred nanometers thick) dielectric films, however, this is complicated by the lack of established standards: the only practically available films with accurately known permittivity are air (k=1.00), thermally grown SiO 2 (k=3.93±0.01), and metal ( k >>1). To interpolate the entire calibration curve from these points, an analytical or numerical model is needed, which typically requires that the probe geometry and absolute tip-sample distance be known with impractically high accuracy. The calibration approach developed here overcomes these difficulties. Our probe is a microfabricated λ/2 parallel strip transmission line resonator (PSR), which is formed by a SiO 2 micropipette with square cross-section pulled down to a few micron tip size and sandwiched between two aluminum strips of thickness a~3 μm [4]. The PSR is packaged inside a metallic sheath with the taper protruding out via an opening in the sheath wall (Fig.1). It operates in the balanced odd mode with a resonant frequency ~4 GHz. An electrical near-field similar to the fringe field of a parallel plate capacitor is formed at the probe tip. When a dielectric sample is brought in close proximity to the tip, the reactive energy stored in this field is reduced, and, consequently, the probe resonant frequency F decreases. Since the tip size D~1 10 μm is much smaller than the radiation wavelength, a lumped element scheme can be used. For a thin low-loss film on an arbitrary substrate the tip impedance Z t terminating the PSR can be represented as a network of the air-gap capacitance C g, the film capacitance C f, and the substrate impedance Z s (Fig.1). For a bulk substrate with thickness >>D and complex relative permittivity 3

k s one can estimate Z 1 iω ε k D [10]. If Z s <<2/ωC f its contribution is negligible with s 0 s respect to other capacitive impedances. Assuming a parallel plate model for C f this condition can be met if k s >>ka/2t f, which yields k s >>15 at 4 GHz for typical parameters (k~3, t f ~300 nm, a~3 μm). This can be achieved, for example, on a Si substrate with resistivity <0.3 Ω cm or on a metal substrate. Finally, Z t = 2( C 1 f + C 1 g ) iω = 1 iωc t and the relative shift of the probe resonant frequency, ΔF, versus change in the tip capacitance C t is [11]: ΔF F = 2 FZ0ΔC t (1) where Z 0 100Ω is the transmission line characteristic impedance, and FZ 0 C t <<1. Eq. (1) predicts the capacitance sensitivity for our probe ~0.3 af where F is determined with a precision ~1 khz by a frequency counter measuring the carrier frequency of a voltage controlled oscillator locked onto the resonance. The data acquired by our NSMP is the dependence of ΔF(h)=F 0 F(h) on the tip-sample distance h that is varied with sub-nanometer precision using a piezo stage. Here F 0 is the probe frequency without sample present. The closest distance, h SF, to which the tip is brought over a sample is controlled with ~2 nm precision using a shear-force (SF) method with optical detection [4]. Assuming the tip end is flat and parallel to the sample surface, h SF is estimated to be ~50 100 nm based on typical tip geometry and resonant frequency shift F 0 F(h SF )~1 MHz. We speculate, however, that due to inevitable imperfections in the real tip shape and alignment with respect to the sample there is a point on the tip that is much closer to the sample (e.g. ~10 nm), which is actually responsible for the SF interaction. Wafers up to 300 mm can be scanned with a 350 350 mm travel xy-stage beneath the probe. The apparatus sits on a vibration-isolated platform at ambient conditions inside an environmental chamber. Dependence of the probe frequency F on film dielectric constant k is governed by the probe geometry, h, t f, and Z s. The Z s contribution was kept negligibly small for all films, including calibration films, by fabricating them on low resistivity (<5 mω cm) silicon wafers. F is a monotonically decreasing function of k and of the parameter β=(k 1)/(k +1) pertinent to any electrostatic problem involving a charged metallic body placed near a bulk or layered dielectric [16]. As k varies from 1 to infinity, β ranges from 0 to 1. We have experimentally observed and confirmed by 2D finite element electrostatic modeling that at a given film thickness the curvature of ΔF(β) or ΔC t (β) monotonically depends on h such that at a certain h=h*, ΔF(β) 4

becomes linear for all β. This is shown in Fig. 2a, where it is also clear that the ΔF(β) curvature is positive for h<h* and negative for h>h*. This behavior can be qualitatively explained assuming that C f =kc f0 and C g = C g0 (Fig. 1), where C f0 and C g0 are the geometrical capacitances. If C f0 =C g0 then ΔF ΔC t is a linear function of β. Two parallel plate capacitors of the same area have the same geometrical capacitances if their thicknesses are equal, hence in this simple model ΔF(β) is linear when h*=t f. Therefore, if the measurements are made at the unique tip-sample distance h* only two standard films with β=0 (e.g., air) and β=1 (e.g., metal) are needed to calibrate the probe throughout the entire β range. Clearly, any bulk conductor with low enough resistivity (we use Si with ρ<5 mω cm) or any metallic film with sheet resistance R sh <<1/ωC g can be used in place of the film with β=1. In order to find the dependence of h* on t f, which is unique to the probe geometry, we employ a set of six thermally grown SiO 2 films with variable thickness ranging from 0.1 to 1.5 μm. Figure 2b shows the typical measured dependence along with the parallel plate capacitor model and 2D simulation results. The measured and simulated dependencies differ because of inevitable uncertainty in the tip geometry and the 2D rather than 3D simulation. Unlike the parallel plate model, they both yield a slope <1 due to fringing effects (the capacitors mentioned above are not perfect parallel plates). Extrapolating the experimental h*(t f ) to t f =0 yields h SF ~80 nm, which is in agreement with the estimate mentioned above. In the simulations we also used h SF =80 nm. It is evident that h*(t f ) is a monotonic function close to linear and can be easily interpolated to determine h* for arbitrary film thickness. Note, that at h=h* the probe is still sensitive to the film permittivity since C f /C g ~kh*/t f ~1 for h* t f. Once h* vs. t f is established, the quantitative measurement of a film under test is straightforward. First, h* is determined for the thickness of the film under test, t fut. Second, ΔF is measured at h=h*(t fut ) on two standard t fut -thick films with β=0 and β=1, and a linear calibration curve ΔF(β) is constructed. Third, to determine the dielectric constant of the film under test, the frequency shift is measured at the same tip-sample distance h*(t fut ) and converted into a k-value via the linear ΔF(β) calibration curve. The important assumption made is that the shear-force height h SF is nominally the same for all films. Our experience shows that this holds well for samples with surface roughness up to at least a few nanometers. 5

To validate our ability for quantitative measurements we investigated more than twenty blanket films on 200 and 300 mm Si wafers. The set of films contained various spin-on and CVD low-k dielectrics, porous and non-porous, organic and inorganic, with thicknesses ranging from 0.1 to 1.5 μm and k-values between 2 and 3.5, as well as a few high-k films. Figure 3a shows excellent correlation between our data and the results obtained by Hg-probe at 0.1 or 1 MHz with a correlation coefficient R 2 = 0.998. The short-term repeatability of our technique has a 1σ<0.3% (Fig. 3b). It is mostly limited by repeatability of the tip-sample distance control rather than the frequency measurement. Since no model describing probe-sample interaction is involved in converting the measured quantities, frequency and distance, into the film dielectric constant, the accuracy is mostly due to interpolation of the h*(t f ) curve, which is estimated to be better than ±2% (provided the film thickness is determined by ellipsometry or reflectometry with an accuracy down to a fraction of a percent). It can be improved even further by using additional SiO 2 films within the desired thickness range. To conclude, we have developed an accurate and precise method for dielectric constant metrology of blanket low-k films with the following advantages: 1) it requires no knowledge of either tip geometry or absolute tip-sample distance, and no analytical or numerical modeling for the probe-sample interaction is involved; 2) it can be used for the entire range of film dielectric constants and for film thicknesses down to at least 100 nm; 3) the noncontact, noninvasive nature and small sampling area ~10 μm [4] make the technique particularly well suited for electrical metrology within the scribe line or active die regions on semiconductor device wafers, which will be reported elsewhere. The method can also be used to accurately measure permittivity of a thin film on an arbitrary substrate (either insulating or metallic) characterized by complex permittivity k s if the condition k s >>ka/2t f is satisfied. This work was partially supported by NSF-SBIR 0078486 and NIST-ATP 70NANB2H3005. We thank Professor T. Venky Venkatesan, J. Matthews, Dr. Y. Liu, and Professor S. Anlage for stimulating discussions. 6

References 1. K. Maex, M. R. Baklanov, D. Shamiryan, F. Iacopi, S. H. Brongersma, and Z. S. Yanovitskaya, J. Appl. Phys. 93, 8793 (2003). 2. A. Braun, Semicond. Intl., 28, 41 (2005). 3. D. K. Schroder, M. S. Fung, R. L. Verkuil, S. Pandey, W. H. Howland, and M. Kleefstra, Solid State Electron. 42, 5050 (1998). 4. V. V. Talanov, A. Scherz, R. L. Moreland, and A. R. Schwartz, Appl. Phys. Lett. 88, 134106 (2006). 5. M. S. Wang, and J. M. Borrego, Mater. Eval. 48, 1106 (1990). 6. C. Gao, and X.-D. Xiang, Rev. Sci. Instr. 69, 3846 (1998). 7. D. E. Steinhauer, C. P. Vlahacos, F. C. Wellstood, S. M. Anlage, C. Canedy, R. Ramesh, A. Stanishevsky, and J. Melngailis, Rev. Sci. Instrum. 71, 2751 (2000). 8. J. H. Lee, S. Hyun, and K. Char, Rev. Sci. Instrum. 72, 1425 (2001). 9. C.-G. Gao, B. Hu, I. Takeuchi, K.-S. Chang, X.-D. Xiang, and G. Wang, Meas. Sci. Tech. 16, 248 (2005). 10. S. M. Anlage, V. V. Talanov, A. R. Schwartz, in Scanning Probe Microscopy: Electrical and Electromechanical Phenomena at the Nanoscale, edited by S. Kalinin and A. Gruverman, (Springer Verlag, Berlin, 2006). 11. V. V. Talanov, R. L. Moreland, A. Scherz, A. R. Schwartz, and Y. Liu, Mater. Res. Soc. Symp. Proc. 812, 73 (2004). 12. Z. Wang, M. Kelly, Z.-X. Shen, G. Wang, X.-D. Xiang, and J. F. Wetzel, J. Appl. Phys. 92, 808 (2002). 13. M. S. Kim, S. Kim, J. Kim, K. Lee, B. Friedman, J.-T. Kim, and J. Lee, Rev. Sci. Instrum. 74, 3675 (2003). 14. J. Baker-Davis, M. J. Janezic, P. D. Domich, and R. G. Geyer, IEEE Trans. Instr. Meas. 43, 711 (1994). 15. J. D. Jackson, Classical Electrodynamics (3 rd ed., Wiley, New York, 1999). 16. W. R. Smythe, Static and Dynamic Electricity (3 rd ed., McGraw-Hill, New York, 1968). 17. C. Gao, B. Hu, P. Zhang, M. Huang, W. Liu, and I. Takeuchi, Appl. Phys. Lett. 84, 4647 (2004). 7

Figure captions Figure 1. Apparatus schematic and the lumped element scheme for the tip impedance in the case of a thin dielectric film on an arbitrary substrate. Tip-sample distance h~50 100 nm; tip size D~1 10 μm. Figure 2. (a) 2D finite element model simulations of the normalized frequency shift ΔF(β) [C t (β) C t (0)]/[C t (1) C t (0)] for a 250-nm-thick film on a metallic substrate at three tipsample distances h=50, 225, and 500 nm. The tip geometry is shown in Fig. 1. It is evident that ΔF(β) is linear (within simulation precision <0.1%) at h*=225nm. For these simulations h SF =0. Solid lines are guides to the eye. (b) Typical experimental dependence for h* vs. t f obtained on a set of six SiO 2 films, the parallel plate capacitor model h*=t f h SF, and results of 2D simulation. Solid lines are guides to the eye. Note that in this graph h* is not absolute but is measured relative to h SF =80nm, which was determined by extrapolating the experimental data to t f =0. Figure 3. (a) Correlation between NSMP and Hg-probe measurements on log-log scale for a number of low-k and high-k films. Solid line is the linear fit with correlation coefficient R 2 =0.998. (b) Histogram based on 100 measurements performed at the same site on a ~400-nm-thick low-k film. Mean k-value is 3.237, with a standard deviation of 0.29%. 8

frequency counter VCO ~4 GHz circulator coax cable coupling loop piezo stage resonant frequency F frequencyfollowing electronics microwave detector parallel strip λ/2 resonator Al sheath calibration: h*(t f ) ΔF(β) h t f Al D k a film dielectric constant k quartz Z 0 C g C f low-k film wafer xyz-stage probe tip k s Z s substrate Fig. 1 ΔF normalized (a) 1.0 0.8 0.6 0.4 0.2 0.0 Tip-sample height: 500nm 225nm 50nm t f =250 nm 0.0 0.2 0.4 0.6 0.8 1.0 β=(k-1)/(k+1) h*, μm -h SF (b) 1.5 1.0 0.5 0.0 h*=t f -h SF simulation experiment 0.0 0.5 1.0 1.5 t f, μm Fig. 2ab NSMP k-value 7 6 5 4 3 Data y=0.99x+0.05 R 2 =0.998 2 2 3 4 5 6 7 bin count (a) Hg-probe k-value (b) 25 mean 1σ=0.0094 k=3.237 20 15 10 5 0 3.20 3.22 3.24 3.26 3.28 k-value Fig. 3ab 9